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ORCIDAntoine Ledent
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2020 – today
- 2024
[j3]Ramon Lopes
, Rodrigo Alves, Antoine Ledent, Rodrygo L. T. Santos, Marius Kloft:
Recommendations with minimum exposure guarantees: A post-processing framework. Expert Syst. Appl. 236: 121164 (2024)- [j2]Rodrigo Alves, Antoine Ledent, Marius Kloft:
Uncertainty-Adjusted Recommendation via Matrix Factorization With Weighted Losses. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15624-15637 (2024) - [c16]Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft:
Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks. AISTATS 2024: 4528-4536 - [c15]Antoine Ledent, Rodrigo Alves:
Generalization Analysis of Deep Non-linear Matrix Completion. ICML 2024 - [c14]Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft:
Interpretable Tensor Fusion. IJCAI 2024: 5037-5045 - [c13]Rodrigo Alves, Antoine Ledent, Renato Assunção, Pedro O. S. Vaz de Melo, Marius Kloft:
Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. WWW 2024: 2464-2475 - [i7]Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft:
Interpretable Tensor Fusion. CoRR abs/2405.04671 (2024) - 2023
- [j1]Antoine Ledent, Rodrigo Alves, Marius Kloft:
Orthogonal Inductive Matrix Completion. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2259-2270 (2023) - [c12]Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft:
Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings. AAAI 2023: 8447-8455 - [c11]Petr Kasalický, Antoine Ledent, Rodrigo Alves:
Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks. RecSys 2023: 1169-1174 - 2022
- [i6]Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft:
Generalization Bounds for Inductive Matrix Completion in Low-noise Settings. CoRR abs/2212.08339 (2022) - 2021
- [c10]Lijun Zhou, Antoine Ledent, Qintao Hu, Ting Liu, Jianlin Zhang, Marius Kloft:
Model Uncertainty Guides Visual Object Tracking. AAAI 2021: 3581-3589 - [c9]Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft:
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks. AAAI 2021: 8279-8287 - [c8]Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft:
Fine-grained Generalization Analysis of Vector-Valued Learning. AAAI 2021: 10338-10346 - [c7]Saurabh Varshneya, Antoine Ledent, Robert A. Vandermeulen, Yunwen Lei, Matthias Enders, Damian Borth, Marius Kloft:
Learning Interpretable Concept Groups in CNNs. IJCAI 2021: 1061-1067 - [c6]Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft:
Fine-grained Generalization Analysis of Structured Output Prediction. IJCAI 2021: 2841-2847 - [c5]Robert A. Vandermeulen, Antoine Ledent:
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation. NeurIPS 2021: 12180-12193 - [c4]Antoine Ledent, Rodrigo Alves, Yunwen Lei, Marius Kloft:
Fine-grained Generalization Analysis of Inductive Matrix Completion. NeurIPS 2021: 25540-25552 - [c3]Rodrigo Alves, Antoine Ledent, Marius Kloft:
Burst-induced Multi-Armed Bandit for Learning Recommendation. RecSys 2021: 292-301 - [i5]Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft:
Fine-grained Generalization Analysis of Vector-valued Learning. CoRR abs/2104.14173 (2021) - [i4]Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft:
Fine-grained Generalization Analysis of Structured Output Prediction. CoRR abs/2106.00115 (2021) - [i3]Saurabh Varshneya, Antoine Ledent, Robert A. Vandermeulen, Yunwen Lei, Matthias Enders, Damian Borth, Marius Kloft:
Learning Interpretable Concept Groups in CNNs. CoRR abs/2109.10078 (2021) - 2020
- [c2]Yunwen Lei, Antoine Ledent, Marius Kloft:
Sharper Generalization Bounds for Pairwise Learning. NeurIPS 2020 - [c1]Rodrigo Alves, Antoine Ledent, Renato Assunção, Marius Kloft:
An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion. Preregister@NeurIPS 2020: 111-125 - [i2]Antoine Ledent, Rodrigo Alves, Marius Kloft:
Orthogonal Inductive Matrix Completion. CoRR abs/2004.01653 (2020)
2010 – 2019
- 2019
- [i1]Antoine Ledent, Yunwen Lei, Marius Kloft:
Improved Generalisation Bounds for Deep Learning Through L∞ Covering Numbers. CoRR abs/1905.12430 (2019)
Coauthor Index
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last updated on 2024-11-11 22:27 CET by the dblp team
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