Julian Lienen

julian.lienen@uni-paderborn.de
ID
44040

14 Publications

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[14]
2023 | Preprint | LibreCat-ID: 44512 | OA
@article{Uhlemeyer_Lienen_Hüllermeier_Gottschalk_2023, title={Detecting Novelties with Empty Classes}, journal={arXiv:2305.00983}, author={Uhlemeyer, Svenja and Lienen, Julian and Hüllermeier, Eyke and Gottschalk, Hanno}, year={2023} }
LibreCat | Download (ext.) | arXiv
 
[13]
2023 | Conference Paper | LibreCat-ID: 31880 | OA
@inproceedings{Nguyen_Levie_Lienen_Kutyniok_Hüllermeier_2023, title={Memorization-Dilation: Modeling Neural Collapse Under Noise}, booktitle={International Conference on Learning Representations, ICLR}, author={Nguyen, Duc Anh and Levie, Ron and Lienen, Julian and Kutyniok, Gitta and Hüllermeier, Eyke}, year={2023} }
LibreCat | Download (ext.)
 
[12]
2023 | Preprint | LibreCat-ID: 45911 | OA
@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }
LibreCat | Download (ext.) | arXiv
 
[11]
2022 | Conference Paper | LibreCat-ID: 34542
@inproceedings{Campagner_Lienen_Hüllermeier_Ciucci_2022, title={Scikit-Weak: A Python Library for Weakly Supervised Machine Learning}, volume={13633}, booktitle={Lecture Notes in Computer Science}, publisher={Springer}, author={Campagner, Andrea and Lienen, Julian and Hüllermeier, Eyke and Ciucci, Davide}, year={2022}, pages={57–70} }
LibreCat
 
[10]
2022 | Preprint | LibreCat-ID: 31545 | OA
@article{Demir_Lienen_Ngonga Ngomo_2022, title={Kronecker Decomposition for Knowledge Graph Embeddings}, journal={arXiv:2205.06560}, author={Demir, Caglar and Lienen, Julian and Ngonga Ngomo, Axel-Cyrille}, year={2022} }
LibreCat | Download (ext.)
 
[9]
2022 | Preprint | LibreCat-ID: 31546 | OA
@article{Lienen_Demir_Hüllermeier_2022, title={Conformal Credal Self-Supervised Learning}, journal={arXiv:2205.15239}, author={Lienen, Julian and Demir, Caglar and Hüllermeier, Eyke}, year={2022} }
LibreCat | Download (ext.)
 
[8]
2021 | Conference Paper | LibreCat-ID: 27161
@inproceedings{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, booktitle={Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems, NeurIPS}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
LibreCat
 
[7]
2021 | Conference Paper | LibreCat-ID: 27162
@inproceedings{Lienen_Nommensen_Ewerth_Hüllermeier_2021, title={Robust Regression for Monocular Depth Estimation}, booktitle={13th Asian Conference on Machine Learning, ACML}, author={Lienen, Julian and Nommensen, Nils and Ewerth, Ralph and Hüllermeier, Eyke}, year={2021} }
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 21636
@article{Lienen_Hüllermeier_2021, title={Instance weighting through data imprecisiation}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
LibreCat | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21637 | OA
@inproceedings{Lienen_Hüllermeier_2021, title={From Label Smoothing to Label Relaxation}, volume={35}, number={10}, booktitle={Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI}, publisher={AAAI Press}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021}, pages={8583–8591} }
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22280
@inproceedings{Lienen_Hüllermeier_Ewerth_Nommensen_2021, title={Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR}, author={Lienen, Julian and Hüllermeier, Eyke and Ewerth, Ralph and Nommensen, Nils}, year={2021}, pages={14595–14604} }
LibreCat
 
[3]
2021 | Preprint | LibreCat-ID: 22509 | OA
@article{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, journal={arXiv:2106.11853}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
LibreCat | Download (ext.)
 
[2]
2020 | Preprint | LibreCat-ID: 20211 | OA
@article{Lienen_Hüllermeier_2020, title={Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce  model}, journal={arXiv:2010.13118}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2020} }
LibreCat | Download (ext.)
 
[1]
2019 | Mastersthesis | LibreCat-ID: 16415
@book{Lienen_2019, title={Automated Feature Engineering on Time Series Data}, author={Lienen, Julian}, year={2019} }
LibreCat
 
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14 Publications

Mark all

[14]
2023 | Preprint | LibreCat-ID: 44512 | OA
@article{Uhlemeyer_Lienen_Hüllermeier_Gottschalk_2023, title={Detecting Novelties with Empty Classes}, journal={arXiv:2305.00983}, author={Uhlemeyer, Svenja and Lienen, Julian and Hüllermeier, Eyke and Gottschalk, Hanno}, year={2023} }
LibreCat | Download (ext.) | arXiv
 
[13]
2023 | Conference Paper | LibreCat-ID: 31880 | OA
@inproceedings{Nguyen_Levie_Lienen_Kutyniok_Hüllermeier_2023, title={Memorization-Dilation: Modeling Neural Collapse Under Noise}, booktitle={International Conference on Learning Representations, ICLR}, author={Nguyen, Duc Anh and Levie, Ron and Lienen, Julian and Kutyniok, Gitta and Hüllermeier, Eyke}, year={2023} }
LibreCat | Download (ext.)
 
[12]
2023 | Preprint | LibreCat-ID: 45911 | OA
@article{Lienen_Hüllermeier_2023, title={Mitigating Label Noise through Data Ambiguation}, journal={arXiv:2305.13764}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2023} }
LibreCat | Download (ext.) | arXiv
 
[11]
2022 | Conference Paper | LibreCat-ID: 34542
@inproceedings{Campagner_Lienen_Hüllermeier_Ciucci_2022, title={Scikit-Weak: A Python Library for Weakly Supervised Machine Learning}, volume={13633}, booktitle={Lecture Notes in Computer Science}, publisher={Springer}, author={Campagner, Andrea and Lienen, Julian and Hüllermeier, Eyke and Ciucci, Davide}, year={2022}, pages={57–70} }
LibreCat
 
[10]
2022 | Preprint | LibreCat-ID: 31545 | OA
@article{Demir_Lienen_Ngonga Ngomo_2022, title={Kronecker Decomposition for Knowledge Graph Embeddings}, journal={arXiv:2205.06560}, author={Demir, Caglar and Lienen, Julian and Ngonga Ngomo, Axel-Cyrille}, year={2022} }
LibreCat | Download (ext.)
 
[9]
2022 | Preprint | LibreCat-ID: 31546 | OA
@article{Lienen_Demir_Hüllermeier_2022, title={Conformal Credal Self-Supervised Learning}, journal={arXiv:2205.15239}, author={Lienen, Julian and Demir, Caglar and Hüllermeier, Eyke}, year={2022} }
LibreCat | Download (ext.)
 
[8]
2021 | Conference Paper | LibreCat-ID: 27161
@inproceedings{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, booktitle={Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems, NeurIPS}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
LibreCat
 
[7]
2021 | Conference Paper | LibreCat-ID: 27162
@inproceedings{Lienen_Nommensen_Ewerth_Hüllermeier_2021, title={Robust Regression for Monocular Depth Estimation}, booktitle={13th Asian Conference on Machine Learning, ACML}, author={Lienen, Julian and Nommensen, Nils and Ewerth, Ralph and Hüllermeier, Eyke}, year={2021} }
LibreCat
 
[6]
2021 | Journal Article | LibreCat-ID: 21636
@article{Lienen_Hüllermeier_2021, title={Instance weighting through data imprecisiation}, journal={International Journal of Approximate Reasoning}, publisher={Elsevier}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
LibreCat | Download (ext.)
 
[5]
2021 | Conference Paper | LibreCat-ID: 21637 | OA
@inproceedings{Lienen_Hüllermeier_2021, title={From Label Smoothing to Label Relaxation}, volume={35}, number={10}, booktitle={Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI}, publisher={AAAI Press}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021}, pages={8583–8591} }
LibreCat | Download (ext.)
 
[4]
2021 | Conference Paper | LibreCat-ID: 22280
@inproceedings{Lienen_Hüllermeier_Ewerth_Nommensen_2021, title={Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR}, author={Lienen, Julian and Hüllermeier, Eyke and Ewerth, Ralph and Nommensen, Nils}, year={2021}, pages={14595–14604} }
LibreCat
 
[3]
2021 | Preprint | LibreCat-ID: 22509 | OA
@article{Lienen_Hüllermeier_2021, title={Credal Self-Supervised Learning}, journal={arXiv:2106.11853}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2021} }
LibreCat | Download (ext.)
 
[2]
2020 | Preprint | LibreCat-ID: 20211 | OA
@article{Lienen_Hüllermeier_2020, title={Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce  model}, journal={arXiv:2010.13118}, author={Lienen, Julian and Hüllermeier, Eyke}, year={2020} }
LibreCat | Download (ext.)
 
[1]
2019 | Mastersthesis | LibreCat-ID: 16415
@book{Lienen_2019, title={Automated Feature Engineering on Time Series Data}, author={Lienen, Julian}, year={2019} }
LibreCat
 
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