[{"language":[{"iso":"eng"}],"external_id":{"arxiv":["2305.13764"]},"_id":"45244","user_id":"44040","abstract":[{"text":"Label noise poses an important challenge in machine learning, especially in\r\ndeep learning, in which large models with high expressive power dominate the\r\nfield. Models of that kind are prone to memorizing incorrect labels, thereby\r\nharming generalization performance. Many methods have been proposed to address\r\nthis problem, including robust loss functions and more complex label correction\r\napproaches. Robust loss functions are appealing due to their simplicity, but\r\ntypically lack flexibility, while label correction usually adds substantial\r\ncomplexity to the training setup. In this paper, we suggest to address the\r\nshortcomings of both methodologies by \"ambiguating\" the target information,\r\nadding additional, complementary candidate labels in case the learner is not\r\nsufficiently convinced of the observed training label. More precisely, we\r\nleverage the framework of so-called superset learning to construct set-valued\r\ntargets based on a confidence threshold, which deliver imprecise yet more\r\nreliable beliefs about the ground-truth, effectively helping the learner to\r\nsuppress the memorization effect. In an extensive empirical evaluation, our\r\nmethod demonstrates favorable learning behavior on synthetic and real-world\r\nnoise, confirming the effectiveness in detecting and correcting erroneous\r\ntraining labels.","lang":"eng"}],"status":"public","type":"preprint","publication":"arXiv:2305.13764","title":"Mitigating Label Noise through Data Ambiguation","main_file_link":[{"url":"https://arxiv.org/pdf/2305.13764.pdf","open_access":"1"}],"date_updated":"2023-06-30T14:20:31Z","oa":"1","date_created":"2023-05-24T05:28:34Z","author":[{"first_name":"Julian","last_name":"Lienen","full_name":"Lienen, Julian"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","first_name":"Eyke"}],"year":"2023","citation":{"short":"J. Lienen, E. Hüllermeier, ArXiv:2305.13764 (2023).","mla":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” <i>ArXiv:2305.13764</i>, 2023.","bibtex":"@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }","apa":"Lienen, J., &#38; Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In <i>arXiv:2305.13764</i>.","ama":"Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. <i>arXiv:230513764</i>. Published online 2023.","ieee":"J. Lienen and E. Hüllermeier, “Mitigating Label Noise through Data Ambiguation,” <i>arXiv:2305.13764</i>. 2023.","chicago":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” <i>ArXiv:2305.13764</i>, 2023."}},{"article_number":"3915","file_date_updated":"2023-07-06T06:40:28Z","_id":"45868","department":[{"_id":"15"},{"_id":"230"},{"_id":"289"},{"_id":"623"}],"user_id":"30525","status":"public","type":"journal_article","doi":"10.1038/s41467-023-39599-8","main_file_link":[{"open_access":"1"}],"oa":"1","date_updated":"2023-07-06T06:42:10Z","volume":14,"author":[{"first_name":"Hammad","last_name":"Ahmed","full_name":"Ahmed, Hammad"},{"first_name":"Muhammad Afnan","full_name":"Ansari, Muhammad Afnan","last_name":"Ansari"},{"first_name":"Yan","last_name":"Li","full_name":"Li, Yan"},{"orcid":"0000-0002-8662-1101","last_name":"Zentgraf","id":"30525","full_name":"Zentgraf, Thomas","first_name":"Thomas"},{"first_name":"Muhammad Qasim","full_name":"Mehmood, Muhammad Qasim","last_name":"Mehmood"},{"first_name":"Xianzhong","full_name":"Chen, Xianzhong","last_name":"Chen"}],"intvolume":"        14","citation":{"ieee":"H. Ahmed, M. A. Ansari, Y. Li, T. Zentgraf, M. Q. Mehmood, and X. Chen, “Dynamic control of hybrid grafted perfect vector vortex beams,” <i>Nature Communications</i>, vol. 14, no. 1, Art. no. 3915, 2023, doi: <a href=\"https://doi.org/10.1038/s41467-023-39599-8\">10.1038/s41467-023-39599-8</a>.","chicago":"Ahmed, Hammad, Muhammad Afnan Ansari, Yan Li, Thomas Zentgraf, Muhammad Qasim Mehmood, and Xianzhong Chen. “Dynamic Control of Hybrid Grafted Perfect Vector Vortex Beams.” <i>Nature Communications</i> 14, no. 1 (2023). <a href=\"https://doi.org/10.1038/s41467-023-39599-8\">https://doi.org/10.1038/s41467-023-39599-8</a>.","ama":"Ahmed H, Ansari MA, Li Y, Zentgraf T, Mehmood MQ, Chen X. Dynamic control of hybrid grafted perfect vector vortex beams. <i>Nature Communications</i>. 2023;14(1). doi:<a href=\"https://doi.org/10.1038/s41467-023-39599-8\">10.1038/s41467-023-39599-8</a>","mla":"Ahmed, Hammad, et al. “Dynamic Control of Hybrid Grafted Perfect Vector Vortex Beams.” <i>Nature Communications</i>, vol. 14, no. 1, 3915, Springer Science and Business Media LLC, 2023, doi:<a href=\"https://doi.org/10.1038/s41467-023-39599-8\">10.1038/s41467-023-39599-8</a>.","bibtex":"@article{Ahmed_Ansari_Li_Zentgraf_Mehmood_Chen_2023, title={Dynamic control of hybrid grafted perfect vector vortex beams}, volume={14}, DOI={<a href=\"https://doi.org/10.1038/s41467-023-39599-8\">10.1038/s41467-023-39599-8</a>}, number={13915}, journal={Nature Communications}, publisher={Springer Science and Business Media LLC}, author={Ahmed, Hammad and Ansari, Muhammad Afnan and Li, Yan and Zentgraf, Thomas and Mehmood, Muhammad Qasim and Chen, Xianzhong}, year={2023} }","short":"H. Ahmed, M.A. Ansari, Y. Li, T. Zentgraf, M.Q. Mehmood, X. Chen, Nature Communications 14 (2023).","apa":"Ahmed, H., Ansari, M. A., Li, Y., Zentgraf, T., Mehmood, M. Q., &#38; Chen, X. (2023). Dynamic control of hybrid grafted perfect vector vortex beams. <i>Nature Communications</i>, <i>14</i>(1), Article 3915. <a href=\"https://doi.org/10.1038/s41467-023-39599-8\">https://doi.org/10.1038/s41467-023-39599-8</a>"},"has_accepted_license":"1","publication_identifier":{"issn":["2041-1723"]},"publication_status":"published","keyword":["General Physics and Astronomy","General Biochemistry","Genetics and Molecular Biology","General Chemistry","Multidisciplinary"],"ddc":["530"],"language":[{"iso":"eng"}],"abstract":[{"lang":"eng","text":"Perfect vector vortex beams (PVVBs) have attracted considerable interest due to their peculiar optical features. PVVBs are typically generated through the superposition of perfect vortex beams, which suffer from the limited number of topological charges (TCs). Furthermore, dynamic control of PVVBs is desirable and has not been reported. We propose and experimentally demonstrate hybrid grafted perfect vector vortex beams (GPVVBs) and their dynamic control. Hybrid GPVVBs are generated through the superposition of grafted perfect vortex beams with a multifunctional metasurface. The generated hybrid GPVVBs possess spatially variant rates of polarization change due to the involvement of more TCs. Each hybrid GPVVB includes different GPVVBs in the same beam, adding more design flexibility. Moreover, these beams are dynamically controlled with a rotating half waveplate. The generated dynamic GPVVBs may find applications in the fields where dynamic control is in high demand, including optical encryption, dense data communication, and multiple particle manipulation."}],"file":[{"file_size":4341041,"access_level":"closed","file_name":"NatureCommun_Ahmed_2023.pdf","file_id":"45869","date_updated":"2023-07-06T06:40:28Z","date_created":"2023-07-06T06:40:28Z","creator":"zentgraf","success":1,"relation":"main_file","content_type":"application/pdf"}],"publication":"Nature Communications","title":"Dynamic control of hybrid grafted perfect vector vortex beams","publisher":"Springer Science and Business Media LLC","date_created":"2023-07-06T06:34:37Z","year":"2023","quality_controlled":"1","issue":"1"},{"file":[{"file_size":543715,"file_name":"A1-Chapter-SFB-Buch-Final.pdf","file_id":"45876","access_level":"open_access","date_updated":"2023-07-07T06:20:43Z","creator":"ups","date_created":"2023-07-07T06:20:43Z","relation":"main_file","content_type":"application/pdf"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","language":[{"iso":"eng"}],"ddc":["004"],"year":"2023","title":"Capabilities and Limitations of Local Strategies in Dynamic Networks","date_created":"2023-07-07T06:21:38Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","status":"public","editor":[{"first_name":"Claus-Jochen","full_name":"Haake, Claus-Jochen","last_name":"Haake"},{"last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","first_name":"Friedhelm"},{"first_name":"Marco","last_name":"Platzner","full_name":"Platzner, Marco"},{"last_name":"Wachsmuth","full_name":"Wachsmuth, Henning","first_name":"Henning"},{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","first_name":"Heike"}],"type":"book_chapter","file_date_updated":"2023-07-07T06:20:43Z","department":[{"_id":"7"}],"user_id":"477","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","_id":"45875","project":[{"_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","grant_number":"160364472"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"grant_number":"160364472","_id":"5","name":"SFB 901 - A1: SFB 901 - Möglichkeiten und Grenzen lokaler Strategien in dynamischen Netzen (Subproject A1)"}],"page":"1--20","intvolume":"       412","citation":{"mla":"Götte, Thorsten, et al. “Capabilities and Limitations of Local Strategies in Dynamic Networks.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20, doi:<a href=\"https://doi.org/10.5281/zenodo.8060372\">10.5281/zenodo.8060372</a>.","bibtex":"@inbook{Götte_Knollmann_Meyer auf der Heide_Scheideler_Werthmann_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Capabilities and Limitations of Local Strategies in Dynamic Networks}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8060372\">10.5281/zenodo.8060372</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Götte, Thorsten and Knollmann, Till and Meyer auf der Heide, Friedhelm and Scheideler, Christian and Werthmann, Julian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={1--20}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","short":"T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, J. Werthmann, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 1--20.","apa":"Götte, T., Knollmann, T., Meyer auf der Heide, F., Scheideler, C., &#38; Werthmann, J. (2023). Capabilities and Limitations of Local Strategies in Dynamic Networks. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 1--20). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8060372\">https://doi.org/10.5281/zenodo.8060372</a>","ama":"Götte T, Knollmann T, Meyer auf der Heide F, Scheideler C, Werthmann J. Capabilities and Limitations of Local Strategies in Dynamic Networks. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:1--20. doi:<a href=\"https://doi.org/10.5281/zenodo.8060372\">10.5281/zenodo.8060372</a>","chicago":"Götte, Thorsten, Till Knollmann, Friedhelm Meyer auf der Heide, Christian Scheideler, and Julian Werthmann. “Capabilities and Limitations of Local Strategies in Dynamic Networks.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:1--20. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8060372\">https://doi.org/10.5281/zenodo.8060372</a>.","ieee":"T. Götte, T. Knollmann, F. Meyer auf der Heide, C. Scheideler, and J. Werthmann, “Capabilities and Limitations of Local Strategies in Dynamic Networks,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 1--20."},"place":"Paderborn","has_accepted_license":"1","doi":"10.5281/zenodo.8060372","volume":412,"author":[{"full_name":"Götte, Thorsten","id":"34727","last_name":"Götte","first_name":"Thorsten"},{"id":"39241","full_name":"Knollmann, Till","orcid":"0000-0003-2014-4696","last_name":"Knollmann","first_name":"Till"},{"last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm","id":"15523","first_name":"Friedhelm"},{"first_name":"Christian","id":"20792","full_name":"Scheideler, Christian","last_name":"Scheideler"},{"first_name":"Julian","full_name":"Werthmann, Julian","id":"50024","last_name":"Werthmann"}],"oa":"1","date_updated":"2023-07-07T06:21:57Z"},{"year":"2023","title":"On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers","date_created":"2023-07-07T08:24:28Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","file":[{"date_updated":"2023-07-07T11:16:52Z","creator":"florida","date_created":"2023-07-07T08:24:20Z","file_size":1803186,"access_level":"open_access","file_name":"C4-Chapter-SFB-Buch-Final.pdf","file_id":"45896","content_type":"application/pdf","relation":"main_file"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","language":[{"iso":"eng"}],"ddc":["004"],"intvolume":"       412","page":"183-202","citation":{"ieee":"H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, and A. Redder, “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 183–202.","chicago":"Karl, Holger, Marten Maack, Friedhelm Meyer auf der Heide, Simon Pukrop, and Adrian Redder. “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:183–202. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068664\">https://doi.org/10.5281/zenodo.8068664</a>.","ama":"Karl H, Maack M, Meyer auf der Heide F, Pukrop S, Redder A. On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:183-202. doi:<a href=\"https://doi.org/10.5281/zenodo.8068664\">10.5281/zenodo.8068664</a>","apa":"Karl, H., Maack, M., Meyer auf der Heide, F., Pukrop, S., &#38; Redder, A. (2023). On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 183–202). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068664\">https://doi.org/10.5281/zenodo.8068664</a>","mla":"Karl, Holger, et al. “On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 183–202, doi:<a href=\"https://doi.org/10.5281/zenodo.8068664\">10.5281/zenodo.8068664</a>.","short":"H. Karl, M. Maack, F. Meyer auf der Heide, S. Pukrop, A. Redder, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 183–202.","bibtex":"@inbook{Karl_Maack_Meyer auf der Heide_Pukrop_Redder_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={On-The-Fly Compute Centers II: Execution of Composed Services in Configurable Compute Centers}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068664\">10.5281/zenodo.8068664</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Karl, Holger and Maack, Marten and Meyer auf der Heide, Friedhelm and Pukrop, Simon and Redder, Adrian}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={183–202}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }"},"place":"Paderborn","has_accepted_license":"1","doi":"10.5281/zenodo.8068664","volume":412,"author":[{"first_name":"Holger","id":"126","full_name":"Karl, Holger","last_name":"Karl"},{"first_name":"Marten","full_name":"Maack, Marten","id":"88252","last_name":"Maack"},{"first_name":"Friedhelm","id":"15523","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide"},{"first_name":"Simon","last_name":"Pukrop","id":"44428","full_name":"Pukrop, Simon"},{"last_name":"Redder","orcid":"https://orcid.org/0000-0001-7391-4688","full_name":"Redder, Adrian","id":"52265","first_name":"Adrian"}],"date_updated":"2023-07-07T11:16:53Z","oa":"1","status":"public","editor":[{"full_name":"Haake, Claus-Jochen","last_name":"Haake","first_name":"Claus-Jochen"},{"first_name":"Friedhelm","last_name":"Meyer auf der Heide","full_name":"Meyer auf der Heide, Friedhelm"},{"first_name":"Marco","full_name":"Platzner, Marco","last_name":"Platzner"},{"full_name":"Wachsmuth, Henning","last_name":"Wachsmuth","first_name":"Henning"},{"first_name":"Heike","full_name":"Wehrheim, Heike","last_name":"Wehrheim"}],"type":"book_chapter","file_date_updated":"2023-07-07T11:16:52Z","department":[{"_id":"7"}],"user_id":"477","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","_id":"45895","project":[{"grant_number":"160364472","_id":"1","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten "},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"grant_number":"160364472","name":"SFB 901 - C4: SFB 901 - On-The-Fly Compute Centers II: Ausführung komponierter Dienste in konfigurierbaren Rechenzentren (Subproject C4)","_id":"16"}]},{"year":"2023","title":"Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems","publisher":"Heinz Nixdorf Institut, Universität Paderborn","date_created":"2023-07-07T08:41:44Z","file":[{"file_name":"T2-Chapter-SFB-Buch-Final.pdf","file_id":"45902","access_level":"open_access","file_size":5944790,"creator":"florida","date_created":"2023-07-07T08:41:35Z","date_updated":"2023-07-07T11:13:37Z","relation":"main_file","content_type":"application/pdf"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","ddc":["004"],"language":[{"iso":"eng"}],"place":"Paderborn","intvolume":"       412","page":"237-246","citation":{"ama":"Blömer J, Bobolz J, Eidens F, Jager T, Kramer P. Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:237-246. doi:<a href=\"https://doi.org/10.5281/zenodo.8068755\">10.5281/zenodo.8068755</a>","ieee":"J. Blömer, J. Bobolz, F. Eidens, T. Jager, and P. Kramer, “Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 237–246.","chicago":"Blömer, Johannes, Jan Bobolz, Fabian Eidens, Tibor Jager, and Paul Kramer. “Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:237–46. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068755\">https://doi.org/10.5281/zenodo.8068755</a>.","bibtex":"@inbook{Blömer_Bobolz_Eidens_Jager_Kramer_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068755\">10.5281/zenodo.8068755</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Blömer, Johannes and Bobolz, Jan and Eidens, Fabian and Jager, Tibor and Kramer, Paul}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={237–246}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Blömer, Johannes, et al. “Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 237–46, doi:<a href=\"https://doi.org/10.5281/zenodo.8068755\">10.5281/zenodo.8068755</a>.","short":"J. Blömer, J. Bobolz, F. Eidens, T. Jager, P. Kramer, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 237–246.","apa":"Blömer, J., Bobolz, J., Eidens, F., Jager, T., &#38; Kramer, P. (2023). Practical Cryptograhic Techniques for Secure and Privacy-Preserving Customer Loyalty Systems. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 237–246). 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Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 105–123.","bibtex":"@inbook{Wehrheim_Hüllermeier_Becker_Becker_Richter_Sharma_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Composition Analysis in Unknown Contexts}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068510\">10.5281/zenodo.8068510</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Wehrheim, Heike and Hüllermeier, Eyke and Becker, Steffen and Becker, Matthias and Richter, Cedric and Sharma, Arnab}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={105–123}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Wehrheim, Heike, et al. “Composition Analysis in Unknown Contexts.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–23, doi:<a href=\"https://doi.org/10.5281/zenodo.8068510\">10.5281/zenodo.8068510</a>.","apa":"Wehrheim, H., Hüllermeier, E., Becker, S., Becker, M., Richter, C., &#38; Sharma, A. (2023). Composition Analysis in Unknown Contexts. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 105–123). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068510\">https://doi.org/10.5281/zenodo.8068510</a>","ieee":"H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, and A. Sharma, “Composition Analysis in Unknown Contexts,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 105–123.","chicago":"Wehrheim, Heike, Eyke Hüllermeier, Steffen Becker, Matthias Becker, Cedric Richter, and Arnab Sharma. “Composition Analysis in Unknown Contexts.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:105–23. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068510\">https://doi.org/10.5281/zenodo.8068510</a>.","ama":"Wehrheim H, Hüllermeier E, Becker S, Becker M, Richter C, Sharma A. Composition Analysis in Unknown Contexts. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:105-123. doi:<a href=\"https://doi.org/10.5281/zenodo.8068510\">10.5281/zenodo.8068510</a>"},"has_accepted_license":"1","doi":"10.5281/zenodo.8068510","oa":"1","date_updated":"2023-07-07T11:19:40Z","volume":412,"author":[{"last_name":"Wehrheim","full_name":"Wehrheim, Heike","id":"573","first_name":"Heike"},{"last_name":"Hüllermeier","full_name":"Hüllermeier, Eyke","id":"48129","first_name":"Eyke"},{"last_name":"Becker","full_name":"Becker, Steffen","first_name":"Steffen"},{"first_name":"Matthias","last_name":"Becker","full_name":"Becker, Matthias"},{"id":"50003","full_name":"Richter, Cedric","last_name":"Richter","first_name":"Cedric"},{"full_name":"Sharma, Arnab","id":"67200","last_name":"Sharma","first_name":"Arnab"}],"file":[{"content_type":"application/pdf","relation":"main_file","date_created":"2023-07-07T07:55:57Z","creator":"florida","date_updated":"2023-07-07T11:19:40Z","access_level":"open_access","file_id":"45887","file_name":"B3-Chapter-SFB-Buch-Final.pdf","file_size":370888}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","ddc":["004"],"language":[{"iso":"eng"}],"year":"2023","title":"Composition Analysis in Unknown Contexts","publisher":"Heinz Nixdorf Institut, Universität Paderborn","date_created":"2023-07-07T07:56:08Z"},{"publication":"arXiv:2305.13764","type":"preprint","abstract":[{"text":"Label noise poses an important challenge in machine learning, especially in\r\ndeep learning, in which large models with high expressive power dominate the\r\nfield. Models of that kind are prone to memorizing incorrect labels, thereby\r\nharming generalization performance. Many methods have been proposed to address\r\nthis problem, including robust loss functions and more complex label correction\r\napproaches. Robust loss functions are appealing due to their simplicity, but\r\ntypically lack flexibility, while label correction usually adds substantial\r\ncomplexity to the training setup. In this paper, we suggest to address the\r\nshortcomings of both methodologies by \"ambiguating\" the target information,\r\nadding additional, complementary candidate labels in case the learner is not\r\nsufficiently convinced of the observed training label. More precisely, we\r\nleverage the framework of so-called superset learning to construct set-valued\r\ntargets based on a confidence threshold, which deliver imprecise yet more\r\nreliable beliefs about the ground-truth, effectively helping the learner to\r\nsuppress the memorization effect. In an extensive empirical evaluation, our\r\nmethod demonstrates favorable learning behavior on synthetic and real-world\r\nnoise, confirming the effectiveness in detecting and correcting erroneous\r\ntraining labels.","lang":"eng"}],"status":"public","external_id":{"arxiv":["2305.13764"]},"_id":"45911","user_id":"44040","language":[{"iso":"eng"}],"year":"2023","citation":{"apa":"Lienen, J., &#38; Hüllermeier, E. (2023). Mitigating Label Noise through Data Ambiguation. In <i>arXiv:2305.13764</i>.","mla":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” <i>ArXiv:2305.13764</i>, 2023.","short":"J. Lienen, E. Hüllermeier, ArXiv:2305.13764 (2023).","bibtex":"@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }","ieee":"J. Lienen and E. Hüllermeier, “Mitigating Label Noise through Data Ambiguation,” <i>arXiv:2305.13764</i>. 2023.","chicago":"Lienen, Julian, and Eyke Hüllermeier. “Mitigating Label Noise through Data Ambiguation.” <i>ArXiv:2305.13764</i>, 2023.","ama":"Lienen J, Hüllermeier E. Mitigating Label Noise through Data Ambiguation. <i>arXiv:230513764</i>. Published online 2023."},"oa":"1","date_updated":"2023-07-09T11:26:21Z","date_created":"2023-07-09T11:25:48Z","author":[{"first_name":"Julian","last_name":"Lienen","id":"44040","full_name":"Lienen, Julian"},{"first_name":"Eyke","id":"48129","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"}],"title":"Mitigating Label Noise through Data Ambiguation","main_file_link":[{"open_access":"1","url":"https://arxiv.org/abs/2305.13764"}]},{"file_date_updated":"2023-07-07T11:22:39Z","series_title":"Verlagsschriftenreihe des Heinz Nixdorf Instituts","user_id":"15504","department":[{"_id":"19"}],"project":[{"grant_number":"160364472","name":"SFB 901: SFB 901: On-The-Fly Computing - Individualisierte IT-Dienstleistungen in dynamischen Märkten ","_id":"1"},{"_id":"2","name":"SFB 901 - A: SFB 901 - Project Area A"},{"name":"SFB 901 - A4: SFB 901 - Empirische Analysen in Märkten für OTF Dienstleistungen (Subproject A4)","_id":"8","grant_number":"160364472"}],"_id":"45880","status":"public","editor":[{"last_name":"Haake","full_name":"Haake, Claus-Jochen","first_name":"Claus-Jochen"},{"first_name":"Friedhelm","full_name":"Meyer auf der Heide, Friedhelm","last_name":"Meyer auf der Heide"},{"full_name":"Platzner, Marco","last_name":"Platzner","first_name":"Marco"},{"first_name":"Henning","last_name":"Wachsmuth","full_name":"Wachsmuth, Henning"},{"full_name":"Wehrheim, Heike","last_name":"Wehrheim","first_name":"Heike"}],"type":"book_chapter","doi":"10.5281/zenodo.8068430","author":[{"first_name":"Alina","last_name":"Elrich","id":"28948","full_name":"Elrich, Alina"},{"first_name":"Daniel","last_name":"Kaimann","id":"18949","full_name":"Kaimann, Daniel"},{"first_name":"René","id":"111","full_name":"Fahr, René","last_name":"Fahr"},{"first_name":"Dennis","last_name":"Kundisch","full_name":"Kundisch, Dennis","id":"21117"},{"orcid":"0000-0002-6271-5912","last_name":"Mir Djawadi","full_name":"Mir Djawadi, Behnud","id":"26032","first_name":"Behnud"},{"first_name":"Michelle","last_name":"Müller","id":"50286","full_name":"Müller, Michelle"},{"first_name":"Martin","full_name":"Poniatowski, Martin","id":"32441","last_name":"Poniatowski"},{"full_name":"Schäfers, Sabrina","id":"38794","last_name":"Schäfers","first_name":"Sabrina"},{"first_name":"Bernd","last_name":"Frick","id":"16019","full_name":"Frick, Bernd"}],"volume":412,"date_updated":"2023-07-12T07:25:55Z","oa":"1","citation":{"ama":"Elrich A, Kaimann D, Fahr R, et al. Empirical Analysis in Markets for OTF Services. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:45-64. doi:<a href=\"https://doi.org/10.5281/zenodo.8068430\">10.5281/zenodo.8068430</a>","ieee":"A. Elrich <i>et al.</i>, “Empirical Analysis in Markets for OTF Services,” in <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i>, vol. 412, C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, and H. Wehrheim, Eds. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 45–64.","chicago":"Elrich, Alina, Daniel Kaimann, René Fahr, Dennis Kundisch, Behnud Mir Djawadi, Michelle Müller, Martin Poniatowski, Sabrina Schäfers, and Bernd Frick. “Empirical Analysis in Markets for OTF Services.” In <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake, Friedhelm Meyer auf der Heide, Marco Platzner, Henning Wachsmuth, and Heike Wehrheim, 412:45–64. Verlagsschriftenreihe Des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2023. <a href=\"https://doi.org/10.5281/zenodo.8068430\">https://doi.org/10.5281/zenodo.8068430</a>.","bibtex":"@inbook{Elrich_Kaimann_Fahr_Kundisch_Mir Djawadi_Müller_Poniatowski_Schäfers_Frick_2023, place={Paderborn}, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts}, title={Empirical Analysis in Markets for OTF Services}, volume={412}, DOI={<a href=\"https://doi.org/10.5281/zenodo.8068430\">10.5281/zenodo.8068430</a>}, booktitle={On-The-Fly Computing -- Individualized IT-services in dynamic markets}, publisher={Heinz Nixdorf Institut, Universität Paderborn}, author={Elrich, Alina and Kaimann, Daniel and Fahr, René and Kundisch, Dennis and Mir Djawadi, Behnud and Müller, Michelle and Poniatowski, Martin and Schäfers, Sabrina and Frick, Bernd}, editor={Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}, year={2023}, pages={45–64}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts} }","mla":"Elrich, Alina, et al. “Empirical Analysis in Markets for OTF Services.” <i>On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets</i>, edited by Claus-Jochen Haake et al., vol. 412, Heinz Nixdorf Institut, Universität Paderborn, 2023, pp. 45–64, doi:<a href=\"https://doi.org/10.5281/zenodo.8068430\">10.5281/zenodo.8068430</a>.","short":"A. Elrich, D. Kaimann, R. Fahr, D. Kundisch, B. Mir Djawadi, M. Müller, M. Poniatowski, S. Schäfers, B. Frick, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 45–64.","apa":"Elrich, A., Kaimann, D., Fahr, R., Kundisch, D., Mir Djawadi, B., Müller, M., Poniatowski, M., Schäfers, S., &#38; Frick, B. (2023). Empirical Analysis in Markets for OTF Services. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, &#38; H. Wehrheim (Eds.), <i>On-The-Fly Computing -- Individualized IT-services in dynamic markets</i> (Vol. 412, pp. 45–64). Heinz Nixdorf Institut, Universität Paderborn. <a href=\"https://doi.org/10.5281/zenodo.8068430\">https://doi.org/10.5281/zenodo.8068430</a>"},"intvolume":"       412","page":"45-64","place":"Paderborn","has_accepted_license":"1","language":[{"iso":"eng"}],"ddc":["004"],"file":[{"file_size":513106,"access_level":"open_access","file_id":"45881","file_name":"A4-Chapter-SFB-Buch-Final.pdf","date_updated":"2023-07-07T11:22:39Z","date_created":"2023-07-07T07:14:49Z","creator":"florida","relation":"main_file","content_type":"application/pdf"}],"publication":"On-The-Fly Computing -- Individualized IT-services in dynamic markets","title":"Empirical Analysis in Markets for OTF Services","date_created":"2023-07-07T07:15:06Z","publisher":"Heinz Nixdorf Institut, Universität Paderborn","year":"2023"},{"file":[{"relation":"main_file","content_type":"application/pdf","file_size":7635511,"file_id":"45817","file_name":"Dynamic_TRS_with_meeting_points_Final.pdf","access_level":"open_access","date_updated":"2023-06-30T09:35:54Z","date_created":"2023-06-30T09:35:54Z","creator":"mateskam"}],"status":"public","type":"journal_article","publication":"Transportation Research Part D","file_date_updated":"2023-06-30T09:35:54Z","language":[{"iso":"eng"}],"article_number":"103832","ddc":["000"],"user_id":"72850","department":[{"_id":"277"}],"_id":"45816","citation":{"chicago":"Dieter, Peter, Miriam Stumpe, Marlin Wolf Ulmer, and Guido Schryen. “Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing.” <i>Transportation Research Part D</i> 121 (2023).","ieee":"P. Dieter, M. Stumpe, M. W. Ulmer, and G. Schryen, “Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing,” <i>Transportation Research Part D</i>, vol. 121, Art. no. 103832, 2023.","ama":"Dieter P, Stumpe M, Ulmer MW, Schryen G. Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing. <i>Transportation Research Part D</i>. 2023;121.","apa":"Dieter, P., Stumpe, M., Ulmer, M. W., &#38; Schryen, G. (2023). Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing. <i>Transportation Research Part D</i>, <i>121</i>, Article 103832.","bibtex":"@article{Dieter_Stumpe_Ulmer_Schryen_2023, title={Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing}, volume={121}, number={103832}, journal={Transportation Research Part D}, author={Dieter, Peter and Stumpe, Miriam and Ulmer, Marlin Wolf and Schryen, Guido}, year={2023} }","mla":"Dieter, Peter, et al. “Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing.” <i>Transportation Research Part D</i>, vol. 121, 103832, 2023.","short":"P. Dieter, M. Stumpe, M.W. Ulmer, G. Schryen, Transportation Research Part D 121 (2023)."},"intvolume":"       121","year":"2023","has_accepted_license":"1","title":"Anticipatory Assignment of Passengers to Meeting Points for Taxi-Ridesharing","date_created":"2023-06-30T09:40:40Z","author":[{"last_name":"Dieter","id":"88592","full_name":"Dieter, Peter","first_name":"Peter"},{"first_name":"Miriam","last_name":"Stumpe","full_name":"Stumpe, Miriam","id":"64135"},{"last_name":"Ulmer","full_name":"Ulmer, Marlin Wolf","first_name":"Marlin Wolf"},{"last_name":"Schryen","full_name":"Schryen, Guido","id":"72850","first_name":"Guido"}],"volume":121,"date_updated":"2023-07-13T19:24:01Z","oa":"1"},{"department":[{"_id":"443"}],"user_id":"45701","_id":"46102","language":[{"iso":"ger"}],"type":"report","status":"public","date_created":"2023-07-20T09:24:25Z","author":[{"full_name":"Leineweber, Jonas","id":"45701","orcid":"0000-0001-8616-3051","last_name":"Leineweber","first_name":"Jonas"}],"publisher":"H-Soz-Kult","oa":"1","date_updated":"2023-07-20T09:44:28Z","main_file_link":[{"url":"www.hsozkult.de/conferencereport/id/fdkn-137626","open_access":"1"}],"title":"Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum","publication_status":"published","citation":{"bibtex":"@book{Leineweber_2023, title={Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum}, publisher={H-Soz-Kult}, author={Leineweber, Jonas}, year={2023} }","mla":"Leineweber, Jonas. <i>Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum</i>. H-Soz-Kult, 2023.","short":"J. Leineweber, Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum, H-Soz-Kult, 2023.","apa":"Leineweber, J. (2023). <i>Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum</i>. H-Soz-Kult.","chicago":"Leineweber, Jonas. <i>Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum</i>. H-Soz-Kult, 2023.","ieee":"J. Leineweber, <i>Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum</i>. H-Soz-Kult, 2023.","ama":"Leineweber J. <i>Tagungsbericht: 10/20 Jahre UNESCO-Konvention zum Erhalt des Immateriellen Kulturerbes – Auftaktveranstaltung zum Doppeljubiläum</i>. H-Soz-Kult; 2023."},"year":"2023"},{"user_id":"89329","_id":"46154","language":[{"iso":"ger"}],"type":"book_chapter","publication":"Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen","status":"public","editor":[{"first_name":"Lorenz","last_name":"Mrohs","full_name":"Mrohs, Lorenz"},{"first_name":"Miriam","full_name":"Hess, Miriam","last_name":"Hess"},{"first_name":"Konstantin","last_name":"Lindner","full_name":"Lindner, Konstantin"},{"first_name":"Julia","full_name":"Schlüter, Julia","last_name":"Schlüter"},{"last_name":"Overhage","full_name":"Overhage, Sven","first_name":"Sven"}],"date_created":"2023-07-26T07:43:00Z","author":[{"first_name":"Thomas","last_name":"Janzen","id":"89329","full_name":"Janzen, Thomas"},{"first_name":"Stephan","full_name":"Gabel, Stephan","last_name":"Gabel"},{"first_name":"Martha","last_name":"Gampert","full_name":"Gampert, Martha"},{"first_name":"Frauke","last_name":"Matz","full_name":"Matz, Frauke"},{"first_name":"Julia","full_name":"Reckermann, Julia","last_name":"Reckermann"}],"date_updated":"2023-07-26T07:43:35Z","oa":"1","publisher":"University of Bamberg Press","main_file_link":[{"open_access":"1","url":"https://fis.uni-bamberg.de/server/api/core/bitstreams/66b34f39-efd1-4755-9b4a-d528853441fd/content"}],"title":"Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik","publication_identifier":{"unknown":["978-3-86309-887-2"]},"citation":{"chicago":"Janzen, Thomas, Stephan Gabel, Martha Gampert, Frauke Matz, and Julia Reckermann. “Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik.” In <i>Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen</i>, edited by Lorenz Mrohs, Miriam Hess, Konstantin Lindner, Julia Schlüter, and Sven Overhage, 151–54. Bamberg: University of Bamberg Press, 2023.","ieee":"T. Janzen, S. Gabel, M. Gampert, F. Matz, and J. Reckermann, “Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik,” in <i>Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen</i>, L. Mrohs, M. Hess, K. Lindner, J. Schlüter, and S. Overhage, Eds. Bamberg: University of Bamberg Press, 2023, pp. 151–154.","ama":"Janzen T, Gabel S, Gampert M, Matz F, Reckermann J. Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik. In: Mrohs L, Hess M, Lindner K, Schlüter J, Overhage S, eds. <i>Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen</i>. University of Bamberg Press; 2023:151-154.","short":"T. Janzen, S. Gabel, M. Gampert, F. Matz, J. Reckermann, in: L. Mrohs, M. Hess, K. Lindner, J. Schlüter, S. Overhage (Eds.), Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen, University of Bamberg Press, Bamberg, 2023, pp. 151–154.","bibtex":"@inbook{Janzen_Gabel_Gampert_Matz_Reckermann_2023, place={Bamberg}, title={Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik}, booktitle={Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen}, publisher={University of Bamberg Press}, author={Janzen, Thomas and Gabel, Stephan and Gampert, Martha and Matz, Frauke and Reckermann, Julia}, editor={Mrohs, Lorenz and Hess, Miriam and Lindner, Konstantin and Schlüter, Julia and Overhage, Sven}, year={2023}, pages={151–154} }","mla":"Janzen, Thomas, et al. “Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik.” <i>Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen</i>, edited by Lorenz Mrohs et al., University of Bamberg Press, 2023, pp. 151–54.","apa":"Janzen, T., Gabel, S., Gampert, M., Matz, F., &#38; Reckermann, J. (2023). Das DigitELE Tutorial: Eine digitale Lernumgebung in der Englischdidaktik. In L. Mrohs, M. Hess, K. Lindner, J. Schlüter, &#38; S. Overhage (Eds.), <i>Digitalisierung in der Hochschullehre – Perspektiven und Gestaltungsoptionen</i> (pp. 151–154). University of Bamberg Press."},"page":"151-154","place":"Bamberg","year":"2023"},{"user_id":"24135","department":[{"_id":"27"},{"_id":"518"}],"project":[{"_id":"52","name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"grant_number":"160364472","name":"SFB 901: SFB 901","_id":"1"},{"grant_number":"160364472","_id":"14","name":"SFB 901 - C2: SFB 901 - Subproject C2"}],"_id":"38041","language":[{"iso":"eng"}],"keyword":["General Computer Science"],"type":"journal_article","publication":"ACM Transactions on Reconfigurable Technology and Systems","status":"public","abstract":[{"lang":"eng","text":"<jats:p>While FPGA accelerator boards and their respective high-level design tools are maturing, there is still a lack of multi-FPGA applications, libraries, and not least, benchmarks and reference implementations towards sustained HPC usage of these devices. As in the early days of GPUs in HPC, for workloads that can reasonably be decoupled into loosely coupled working sets, multi-accelerator support can be achieved by using standard communication interfaces like MPI on the host side. However, for performance and productivity, some applications can profit from a tighter coupling of the accelerators. FPGAs offer unique opportunities here when extending the dataflow characteristics to their communication interfaces.</jats:p>\r\n          <jats:p>In this work, we extend the HPCC FPGA benchmark suite by multi-FPGA support and three missing benchmarks that particularly characterize or stress inter-device communication: b_eff, PTRANS, and LINPACK. With all benchmarks implemented for current boards with Intel and Xilinx FPGAs, we established a baseline for multi-FPGA performance. Additionally, for the communication-centric benchmarks, we explored the potential of direct FPGA-to-FPGA communication with a circuit-switched inter-FPGA network that is currently only available for one of the boards. The evaluation with parallel execution on up to 26 FPGA boards makes use of one of the largest academic FPGA installations.</jats:p>"}],"author":[{"last_name":"Meyer","id":"40778","full_name":"Meyer, Marius","first_name":"Marius"},{"last_name":"Kenter","full_name":"Kenter, Tobias","id":"3145","first_name":"Tobias"},{"first_name":"Christian","full_name":"Plessl, Christian","id":"16153","last_name":"Plessl","orcid":"0000-0001-5728-9982"}],"date_created":"2023-01-23T08:40:42Z","publisher":"Association for Computing Machinery (ACM)","oa":"1","date_updated":"2023-07-28T08:02:05Z","main_file_link":[{"open_access":"1","url":"https://dl.acm.org/doi/10.1145/3576200"}],"doi":"10.1145/3576200","title":"Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks","publication_status":"published","quality_controlled":"1","publication_identifier":{"issn":["1936-7406","1936-7414"]},"citation":{"apa":"Meyer, M., Kenter, T., &#38; Plessl, C. (2023). Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks. <i>ACM Transactions on Reconfigurable Technology and Systems</i>. <a href=\"https://doi.org/10.1145/3576200\">https://doi.org/10.1145/3576200</a>","bibtex":"@article{Meyer_Kenter_Plessl_2023, title={Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks}, DOI={<a href=\"https://doi.org/10.1145/3576200\">10.1145/3576200</a>}, journal={ACM Transactions on Reconfigurable Technology and Systems}, publisher={Association for Computing Machinery (ACM)}, author={Meyer, Marius and Kenter, Tobias and Plessl, Christian}, year={2023} }","mla":"Meyer, Marius, et al. “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks.” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, Association for Computing Machinery (ACM), 2023, doi:<a href=\"https://doi.org/10.1145/3576200\">10.1145/3576200</a>.","short":"M. Meyer, T. Kenter, C. Plessl, ACM Transactions on Reconfigurable Technology and Systems (2023).","ama":"Meyer M, Kenter T, Plessl C. Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks. <i>ACM Transactions on Reconfigurable Technology and Systems</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1145/3576200\">10.1145/3576200</a>","chicago":"Meyer, Marius, Tobias Kenter, and Christian Plessl. “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks.” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, 2023. <a href=\"https://doi.org/10.1145/3576200\">https://doi.org/10.1145/3576200</a>.","ieee":"M. Meyer, T. Kenter, and C. Plessl, “Multi-FPGA Designs and Scaling of HPC Challenge Benchmarks via MPI and Circuit-Switched Inter-FPGA Networks,” <i>ACM Transactions on Reconfigurable Technology and Systems</i>, 2023, doi: <a href=\"https://doi.org/10.1145/3576200\">10.1145/3576200</a>."},"year":"2023"},{"file_date_updated":"2023-08-01T09:11:59Z","language":[{"iso":"eng"}],"ddc":["000"],"user_id":"43817","project":[{"name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs","_id":"407","grant_number":"101070305"},{"name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale","_id":"410"},{"grant_number":"NW21-059D","name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems","_id":"285"}],"_id":"46243","file":[{"content_type":"application/pdf","relation":"main_file","date_updated":"2023-08-01T09:11:59Z","date_created":"2023-08-01T09:11:59Z","creator":"cdemir","file_size":408352,"file_id":"46244","access_level":"open_access","file_name":"public.pdf"}],"status":"public","type":"journal_article","publication":"ECML-PKDD","conference":{"name":"European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases","location":"Torino"},"title":"Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras","date_created":"2023-08-01T09:12:06Z","author":[{"first_name":"Caglar","id":"43817","full_name":"Demir, Caglar","last_name":"Demir"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_updated":"2023-08-01T09:22:40Z","oa":"1","citation":{"bibtex":"@article{Demir_Ngonga Ngomo_2023, title={Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras}, journal={ECML-PKDD}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","short":"C. Demir, A.-C. Ngonga Ngomo, ECML-PKDD (2023).","mla":"Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras.” <i>ECML-PKDD</i>, 2023.","apa":"Demir, C., &#38; Ngonga Ngomo, A.-C. (2023). Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras. <i>ECML-PKDD</i>. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Torino.","chicago":"Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras.” <i>ECML-PKDD</i>, 2023.","ieee":"C. Demir and A.-C. Ngonga Ngomo, “Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras,” <i>ECML-PKDD</i>, 2023.","ama":"Demir C, Ngonga Ngomo A-C. Clifford Embeddings – A Generalized Approach for Embedding in Normed Algebras. <i>ECML-PKDD</i>. Published online 2023."},"year":"2023","has_accepted_license":"1"},{"user_id":"43817","department":[{"_id":"574"}],"project":[{"grant_number":"101070305","name":"ENEXA: Efficient Explainable Learning on Knowledge Graphs","_id":"407"},{"name":"KnowGraphs: KnowGraphs: Knowledge Graphs at Scale","_id":"410"},{"_id":"285","name":"SAIL: SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems","grant_number":"NW21-059D"}],"_id":"46251","file_date_updated":"2023-08-01T09:30:35Z","language":[{"iso":"eng"}],"ddc":["000"],"type":"journal_article","publication":"International Joint Conference on Artificial Intelligence","file":[{"file_id":"46252","access_level":"open_access","file_name":"public.pdf","file_size":340865,"creator":"cdemir","date_created":"2023-08-01T09:30:35Z","date_updated":"2023-08-01T09:30:35Z","relation":"main_file","content_type":"application/pdf"}],"status":"public","author":[{"first_name":"Caglar","full_name":"Demir, Caglar","id":"43817","last_name":"Demir"},{"full_name":"Ngonga Ngomo, Axel-Cyrille","last_name":"Ngonga Ngomo","first_name":"Axel-Cyrille"}],"date_created":"2023-08-01T09:30:37Z","date_updated":"2023-08-01T09:44:30Z","oa":"1","conference":{"location":"Macau","name":"International Joint Conference on Artificial Intelligence IJCAI 2023"},"title":"Neuro-Symbolic Class Expression Learning","has_accepted_license":"1","citation":{"apa":"Demir, C., &#38; Ngonga Ngomo, A.-C. (2023). Neuro-Symbolic Class Expression Learning. <i>International Joint Conference on Artificial Intelligence</i>. International Joint Conference on Artificial Intelligence IJCAI 2023, Macau.","bibtex":"@article{Demir_Ngonga Ngomo_2023, title={Neuro-Symbolic Class Expression Learning}, journal={International Joint Conference on Artificial Intelligence}, author={Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }","short":"C. Demir, A.-C. Ngonga Ngomo, International Joint Conference on Artificial Intelligence (2023).","mla":"Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression Learning.” <i>International Joint Conference on Artificial Intelligence</i>, 2023.","ama":"Demir C, Ngonga Ngomo A-C. Neuro-Symbolic Class Expression Learning. <i>International Joint Conference on Artificial Intelligence</i>. Published online 2023.","ieee":"C. Demir and A.-C. Ngonga Ngomo, “Neuro-Symbolic Class Expression Learning,” <i>International Joint Conference on Artificial Intelligence</i>, 2023.","chicago":"Demir, Caglar, and Axel-Cyrille Ngonga Ngomo. “Neuro-Symbolic Class Expression Learning.” <i>International Joint Conference on Artificial Intelligence</i>, 2023."},"year":"2023"},{"publisher":"SAGE Publications","date_created":"2023-05-30T09:19:09Z","title":"Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics","quality_controlled":"1","year":"2023","keyword":["Hardware and Architecture","Theoretical Computer Science","Software"],"language":[{"iso":"eng"}],"publication":"The International Journal of High Performance Computing Applications","abstract":[{"lang":"eng","text":"<jats:p> The non-orthogonal local submatrix method applied to electronic structure–based molecular dynamics simulations is shown to exceed 1.1 EFLOP/s in FP16/FP32-mixed floating-point arithmetic when using 4400 NVIDIA A100 GPUs of the Perlmutter system. This is enabled by a modification of the original method that pushes the sustained fraction of the peak performance to about 80%. Example calculations are performed for SARS-CoV-2 spike proteins with up to 83 million atoms. </jats:p>"}],"oa":"1","date_updated":"2023-08-02T15:04:53Z","author":[{"full_name":"Schade, Robert","id":"75963","orcid":"0000-0002-6268-539","last_name":"Schade","first_name":"Robert"},{"full_name":"Kenter, Tobias","id":"3145","last_name":"Kenter","first_name":"Tobias"},{"last_name":"Elgabarty","orcid":"0000-0002-4945-1481","id":"60250","full_name":"Elgabarty, Hossam","first_name":"Hossam"},{"full_name":"Lass, Michael","id":"24135","orcid":"0000-0002-5708-7632","last_name":"Lass","first_name":"Michael"},{"last_name":"Kühne","full_name":"Kühne, Thomas","id":"49079","first_name":"Thomas"},{"id":"16153","full_name":"Plessl, Christian","orcid":"0000-0001-5728-9982","last_name":"Plessl","first_name":"Christian"}],"doi":"10.1177/10943420231177631","main_file_link":[{"url":"https://journals.sagepub.com/doi/10.1177/10943420231177631","open_access":"1"}],"publication_identifier":{"issn":["1094-3420","1741-2846"]},"publication_status":"published","citation":{"chicago":"Schade, Robert, Tobias Kenter, Hossam Elgabarty, Michael Lass, Thomas Kühne, and Christian Plessl. “Breaking the Exascale Barrier for the Electronic Structure Problem in Ab-Initio Molecular Dynamics.” <i>The International Journal of High Performance Computing Applications</i>, 2023. <a href=\"https://doi.org/10.1177/10943420231177631\">https://doi.org/10.1177/10943420231177631</a>.","ieee":"R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, and C. Plessl, “Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics,” <i>The International Journal of High Performance Computing Applications</i>, Art. no. 109434202311776, 2023, doi: <a href=\"https://doi.org/10.1177/10943420231177631\">10.1177/10943420231177631</a>.","bibtex":"@article{Schade_Kenter_Elgabarty_Lass_Kühne_Plessl_2023, title={Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics}, DOI={<a href=\"https://doi.org/10.1177/10943420231177631\">10.1177/10943420231177631</a>}, number={109434202311776}, journal={The International Journal of High Performance Computing Applications}, publisher={SAGE Publications}, author={Schade, Robert and Kenter, Tobias and Elgabarty, Hossam and Lass, Michael and Kühne, Thomas and Plessl, Christian}, year={2023} }","short":"R. Schade, T. Kenter, H. Elgabarty, M. Lass, T. Kühne, C. Plessl, The International Journal of High Performance Computing Applications (2023).","mla":"Schade, Robert, et al. “Breaking the Exascale Barrier for the Electronic Structure Problem in Ab-Initio Molecular Dynamics.” <i>The International Journal of High Performance Computing Applications</i>, 109434202311776, SAGE Publications, 2023, doi:<a href=\"https://doi.org/10.1177/10943420231177631\">10.1177/10943420231177631</a>.","apa":"Schade, R., Kenter, T., Elgabarty, H., Lass, M., Kühne, T., &#38; Plessl, C. (2023). Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics. <i>The International Journal of High Performance Computing Applications</i>, Article 109434202311776. <a href=\"https://doi.org/10.1177/10943420231177631\">https://doi.org/10.1177/10943420231177631</a>","ama":"Schade R, Kenter T, Elgabarty H, Lass M, Kühne T, Plessl C. Breaking the exascale barrier for the electronic structure problem in ab-initio molecular dynamics. <i>The International Journal of High Performance Computing Applications</i>. Published online 2023. doi:<a href=\"https://doi.org/10.1177/10943420231177631\">10.1177/10943420231177631</a>"},"_id":"45361","project":[{"name":"PC2: Computing Resources Provided by the Paderborn Center for Parallel Computing","_id":"52"}],"department":[{"_id":"27"},{"_id":"518"}],"user_id":"75963","article_number":"109434202311776","article_type":"original","type":"journal_article","status":"public"}]