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3053 Publications
2023 | Journal Article | LibreCat-ID: 50262
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “Incremental Permutation Feature Importance (IPFI): Towards Online Explanations on Data Streams.” Machine Learning 112, no. 12 (2023): 4863–4903. https://doi.org/10.1007/s10994-023-06385-y.
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2023 | Conference Paper | LibreCat-ID: 41812
Luo, Linghui, Goran Piskachev, Ranjith Krishnamurthy, Julian Dolby, Martin Schäf, and Eric Bodden. “Model Generation For Java Frameworks.” In IEEE International Conference on Software Testing, Verification and Validation (ICST), 2023.
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2023 | Conference Paper | LibreCat-ID: 43051
Farheen, Henna, Lok-Yee Yan, Till Leuteritz, Siqi Qiao, Florian Spreyer, Christian Schlickriede, Viktor Quiring, et al. “Tailoring the Directive Nature of Optical Waveguide Antennas.” In Integrated Optics: Devices, Materials, and Technologies XXVII, edited by Sonia M. García-Blanco and Pavel Cheben, 124241E. SPIE, 2023. https://doi.org/10.1117/12.2658921.
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2023 | Journal Article | LibreCat-ID: 55900 | 
Scharwald, Dennis, Torsten Meier, and Polina Sharapova. “Phase Sensitivity of Spatially Broadband High-Gain SU(1,1) Interferometers.” Physical Review Research 5, no. 4 (2023). https://doi.org/10.1103/physrevresearch.5.043158.
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2023 | Conference Paper | LibreCat-ID: 55909 |
Wang, Yu, and Hendrik Buschmeier. “Does Listener Gaze in Face-to-Face Interaction Follow the Entropy Rate Constancy Principle: An Empirical Study.” In Findings of the Association for Computational Linguistics: EMNLP 2023, 15372–15379. Singapore, 2023.
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2023 | Conference Paper | LibreCat-ID: 48778
Muschalik, Maximilian, Fabian Fumagalli, Rohit Jagtani, Barbara Hammer, and Eyke Huellermeier. “IPDP: On Partial Dependence Plots in Dynamic Modeling Scenarios.” In Proceedings of the World Conference on Explainable Artificial Intelligence (XAI), 2023. https://doi.org/10.1007/978-3-031-44064-9_11.
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2023 | Book Chapter | LibreCat-ID: 48776
Muschalik, Maximilian, Fabian Fumagalli, Barbara Hammer, and Eyke Huellermeier. “ISAGE: An Incremental Version of SAGE for Online Explanation on Data Streams.” In Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference (ECML PKDD). Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-43418-1_26.
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2023 | Conference Paper | LibreCat-ID: 48775
Fumagalli, Fabian, Maximilian Muschalik, Eyke Hüllermeier, and Barbara Hammer. “On Feature Removal for Explainability in Dynamic Environments.” In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2023. https://doi.org/10.14428/ESANN/2023.ES2023-148.
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2023 | Conference Paper | LibreCat-ID: 52230
Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” In Advances in Neural Information Processing Systems (NeurIPS), 36:11515--11551, 2023.
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2023 | Journal Article | LibreCat-ID: 61252
Bauch, David, Dustin Siebert, Klaus D. Jöns, Jens Förstner, and Stefan Schumacher. “On‐Demand Indistinguishable and Entangled Photons Using Tailored Cavity Designs.” Advanced Quantum Technologies 7, no. 1 (2023). https://doi.org/10.1002/qute.202300142.
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2023 | Journal Article | LibreCat-ID: 61301
Artelt, André, Roelof Visser, and Barbara Hammer. “‘I Do Not Know! But Why?’ — Local Model-Agnostic Example-Based Explanations of Reject.” Neurocomputing 558 (2023). https://doi.org/10.1016/j.neucom.2023.126722.
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2023 | Conference Paper | LibreCat-ID: 61362
Eigner, Christof, Laura Padberg, Viktor Quiring, Adriana Bocchini, Matteo Santandrea, Uwe Gerstmann, Wolf Gero Schmidt, and Christine Silberhorn. “Potassium Titanyl Phosphate Material Engineering Boosting Integrated Optical Source Performance.” In CLEO 2023. Optica Publishing Group, 2023. https://doi.org/10.1364/cleo_at.2023.jw2a.57.
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2023 | Journal Article | LibreCat-ID: 36416
De, Jianbo, Xuekai Ma, Fan Yin, Jiahuan Ren, Jiannian Yao, Stefan Schumacher, Qing Liao, Hongbing Fu, Guillaume Malpuech, and Dmitry Solnyshkov. “Room-Temperature Electrical Field-Enhanced Ultrafast Switch in Organic Microcavity Polariton Condensates.” Journal of the American Chemical Society (JACS) 145, no. 3 (2023): 1557–63. https://doi.org/10.1021/jacs.2c07557.
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2023 | Journal Article | LibreCat-ID: 36471
Hummel, Thomas, Alex Widhalm, Jan Philipp Höpker, Klaus Jöns, Jin Chang, Andreas Fognini, Stephan Steinhauer, Val Zwiller, Artur Zrenner, and Tim Bartley. “Nanosecond Gating of Superconducting Nanowire Single-Photon Detectors Using Cryogenic Bias Circuitry.” Optics Express 31, no. 1 (2023). https://doi.org/10.1364/oe.472058.
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2023 | Journal Article | LibreCat-ID: 41035
Sharapova, Polina R., Sergey S. Kruk, and Alexander S. Solntsev. “Nonlinear Dielectric Nanoresonators and Metasurfaces: Toward Efficient Generation of Entangled Photons.” Laser & Photonics Reviews, 2023. https://doi.org/10.1002/lpor.202200408.
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2023 | Conference Paper | LibreCat-ID: 49890
Lange, Sven, Ulrich Hilleringmann, Christian Hedayat, Harald Kuhn, and Jens Förstner. “Characterization of Various Environmental Influences on the Inductive Localization.” In 2023 IEEE Conference on Antenna Measurements and Applications (CAMA). Genoa, Italy : IEEE, 2023. https://doi.org/10.1109/cama57522.2023.10352780.
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2023 | Journal Article | LibreCat-ID: 58091 |
Li, Changxiu , Alexey V. Scherbakov, Pedro Soubelet, Anton K. Samusev, Claudia Ruppert, Nilanthy Balakrishnan, Vitalyi E. Gusev, et al. “Coherent Phonons in van Der Waals MoSe2/WSe2 Heterobilayers.” Nano Letters 23, no. 17 (2023). https://doi.org/10.1021/acs.nanolett.3c02316.
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2023 | Journal Article | LibreCat-ID: 58093 |
Nitschke, Jonah Elias , Dorye L. Esteras, Michael Gutnikov, Karl Schiller, Samuel Mañas-Valero, Eugenio Coronado, Matija Stupar, et al. “Valence Band Electronic Structure of the van Der Waals Antiferromagnet FePS3.” Materials Today Electronics 6 (2023). https://doi.org/10.1016/j.mtelec.2023.100061.
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2023 | Conference Paper | LibreCat-ID: 58723
Alshomary, Milad, and Henning Wachsmuth. “Conclusion-Based Counter-Argument Generation.” In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, edited by Andreas Vlachos and Isabelle Augenstein, 957–967. Dubrovnik, Croatia: Association for Computational Linguistics, 2023. https://doi.org/10.18653/v1/2023.eacl-main.67.
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2023 | Conference Paper | LibreCat-ID: 50742 |
Bödger, Christian, Stefan Gnaase, Dennis Lehnert, and Thomas Tröster. “Investigation of the Influence of Process Parameters on Productivity in the LPBF Process for the Material Inconel 718.” In Proceedings of the 34th Annual International Solid Freeform Fabrication Symposium – An Additive Manufacturing Conference, 2023.
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