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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 9

Zeitschriftenartikel

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Juli 2021): Instance weighting through data imprecisiation. In: International Journal of Approximate Reasoning, Bd. 134: S. 1-14

Lienen, Julian und Hüllermeier, Eyke (2021): Instance weighting through data imprecisiation. In: International Journal of Approximate Reasoning, Bd. 134: S. 1-14

Konferenzbeitrag

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Demir, Caglar und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (September 2023): Conformal Credal Self-Supervised Learning. Twelfth Symposium on Conformal and Probabilistic Prediction with Applications (COPA 2023), Limassol, Cyprus, September 13-15, 2023. Papadopoulos, Harris; Nguyen, Khuong An; Boström, Henrik und Carlsson, Lars (Hrsg.): Bd. 204 PMLR. S. 214-233

Nguyen, Duc Anh; Levie, Ron; Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Kutyniok, Gitta (Mai 2023): Memorization-Dilation: Modeling Neural Collapse Under Noise. The Eleventh International Conference on Learning Representations, Kigali, Rwanda, 1-5 May, 2023.

Campagner, Andrea ORCID logoORCID: https://orcid.org/0000-0002-0027-5157; Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 und Ciucci, Davide ORCID logoORCID: https://orcid.org/0000-0002-8083-7809 (2022): Scikit-Weak: A Python Library for Weakly Supervised Machine Learning. International Joint Conference on Rough Sets, Suzhou, China, 11-14 November 2022. In: Rough Sets, Bd. 13633 Cham: Springer. S. 57-70

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107 und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Dezember 2021): Credal Self-Supervised Learning. 35th Conference on Neural Information Processing Systems (NeurIPS 2021), Virtual, December 7, 2021. Ranzato, M.; Beygelzimer, A.; Dauphin, Y.; Liang, P.S. und Vaughan, J. Wortman (Hrsg.): Advances in Neural Information Processing Systems. Bd. 34 Curran Associates, Inc.. S. 14370-14382

Lienen, Julian ORCID logoORCID: https://orcid.org/0000-0003-2162-8107; Nommensen, Nils; Ewerth, Ralph und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (17. November 2021): Robust Regression for Monocular Depth Estimation. Asian Conference on Machine Learning, Virtual, November 17 - 19, 2021. Balasubramanian, Vineeth N. und Tsang, Ivor (Hrsg.): In: Proceedings of The 13th Asian Conference on Machine Learning, Bd. 157 PMLR. S. 1001-1016

Lienen, Julian; Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108; Ewerth, Ralph und Nommensen, Nils (Juni 2021): Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, TN, USA, 20-25 June 2021. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Piscataway, NJ: IEEE. S. 14590-14599

Lienen, Julian und Hüllermeier, Eyke ORCID logoORCID: https://orcid.org/0000-0002-9944-4108 (Februar 2021): From Label Smoothing to Label Relaxation. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), Virtual, February 2–9, 2021. Proceedings of the AAAI Conference on Artificial Intelligence. Bd. 35, Nr. 10 S. 8583-8591

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