Antoine Ledent

41 papers A* 16A 5Journal 19Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information. AAAI Antoine Ledent, Mun Chong Soo, Nong Minh Hieu
2026	J	`jnl`	Scalable Multi-Task Low-Rank Model Adaptation. CoRR Zichen Tian, Antoine Ledent, Qianru Sun
2025	J	`jnl`	Context-Aware REpresentation: Jointly Learning Item Features and Selection From Triplets. IEEE Trans. Neural Networks Learn. Syst. Rodrigo Alves, Antoine Ledent
2025	J	`jnl`	Conv4Rec: A 1-by-1 Convolutional AutoEncoder for User Profiling through Joint Analysis of Implicit and Explicit Feedbacks. CoRR Antoine Ledent, Petr Kasalický, Rodrigo Alves, Hady W. Lauw
2025	J	`jnl`	Conv4Rec: A 1-by-1 Convolutional Autoencoder for User Profiling Through Joint Analysis of Implicit and Explicit Feedback. IEEE Trans. Neural Networks Learn. Syst. Antoine Ledent, Petr Kasalický, Rodrigo Alves, Hady W. Lauw
2025	A*	`conf`	Explainable Neural Networks with Guarantee: A Sparse Estimation Approach. AAAI Antoine Ledent, Peng Liu
2025	J	`jnl`	Explainable Neural Networks with Guarantees: A Sparse Estimation Approach. CoRR Antoine Ledent, Peng Liu
2025	A*	`conf`	Generalization Analysis for Deep Contrastive Representation Learning. AAAI Nong Minh Hieu, Antoine Ledent, Yunwen Lei, Cheng Yeaw Ku
2025	A*	`conf`	Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings. ICML Nong Minh Hieu, Antoine Ledent
2025	J	`jnl`	Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings. CoRR Nong Minh Hieu, Antoine Ledent
2025	J	`jnl`	Generalization Bounds for Rank-sparse Neural Networks. CoRR Antoine Ledent, Rodrigo Alves, Yunwen Lei
2025	J	`jnl`	Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information. CoRR Antoine Ledent, Mun Chong Soo, Nong Minh Hieu
2025	A	`conf`	Probabilistic Modeling, Learnability and Uncertainty Estimation for Interaction Prediction in Movie Rating Datasets. RecSys Jennifer Poernomo, Nicole Gabrielle Lee Tan, Rodrigo Alves, Antoine Ledent
2025	A	`conf`	Recurrent Autoregressive Linear Model for Next-Basket Recommendation. RecSys Tereza Zmeskalová, Antoine Ledent, Martin Spisák, Pavel Kordík, Rodrigo Alves
2024	J	`jnl`	Generalization Analysis for Deep Contrastive Representation Learning. CoRR Nong Minh Hieu, Antoine Ledent, Yunwen Lei, Cheng Yeaw Ku
2024	A*	`conf`	Generalization Analysis of Deep Non-linear Matrix Completion. ICML Antoine Ledent, Rodrigo Alves
2024	A*	`conf`	Interpretable Tensor Fusion. IJCAI Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft
2024	J	`jnl`	Interpretable Tensor Fusion. CoRR Saurabh Varshneya, Antoine Ledent, Philipp Liznerski, Andriy Balinskyy, Purvanshi Mehta, Waleed Mustafa, Marius Kloft
2024	A	`conf`	Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks. AISTATS Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft
2024	J	`jnl`	Recommendations with minimum exposure guarantees: A post-processing framework. Expert Syst. Appl. Ramon Lopes, Rodrigo Alves, Antoine Ledent, Rodrygo L. T. Santos, Marius Kloft
2024	J	`jnl`	Uncertainty-Adjusted Recommendation via Matrix Factorization With Weighted Losses. IEEE Trans. Neural Networks Learn. Syst. Rodrigo Alves, Antoine Ledent, Marius Kloft
2024	A*	`conf`	Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. WWW Rodrigo Alves, Antoine Ledent, Renato Assunção, Pedro O. S. Vaz de Melo, Marius Kloft
2023	A*	`conf`	Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings. AAAI Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft
2023	J	`jnl`	Orthogonal Inductive Matrix Completion. IEEE Trans. Neural Networks Learn. Syst. Antoine Ledent, Rodrigo Alves, Marius Kloft
2023	A	`conf`	Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks. RecSys Petr Kasalický, Antoine Ledent, Rodrigo Alves
2022	J	`jnl`	Generalization Bounds for Inductive Matrix Completion in Low-noise Settings. CoRR Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft
2021	A*	`conf`	Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation. NeurIPS Robert A. Vandermeulen, Antoine Ledent
2021	A	`conf`	Burst-induced Multi-Armed Bandit for Learning Recommendation. RecSys Rodrigo Alves, Antoine Ledent, Marius Kloft
2021	A*	`conf`	Fine-grained Generalization Analysis of Inductive Matrix Completion. NeurIPS Antoine Ledent, Rodrigo Alves, Yunwen Lei, Marius Kloft
2021	A*	`conf`	Fine-grained Generalization Analysis of Structured Output Prediction. IJCAI Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft
2021	J	`jnl`	Fine-grained Generalization Analysis of Structured Output Prediction. CoRR Waleed Mustafa, Yunwen Lei, Antoine Ledent, Marius Kloft
2021	A*	`conf`	Fine-grained Generalization Analysis of Vector-Valued Learning. AAAI Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft
2021	J	`jnl`	Fine-grained Generalization Analysis of Vector-valued Learning. CoRR Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft
2021	A*	`conf`	Learning Interpretable Concept Groups in CNNs. IJCAI Saurabh Varshneya, Antoine Ledent, Robert A. Vandermeulen, Yunwen Lei, Matthias Enders, Damian Borth, Marius Kloft
2021	J	`jnl`	Learning Interpretable Concept Groups in CNNs. CoRR Saurabh Varshneya, Antoine Ledent, Robert A. Vandermeulen, Yunwen Lei, Matthias Enders, Damian Borth, Marius Kloft
2021	A*	`conf`	Model Uncertainty Guides Visual Object Tracking. AAAI Lijun Zhou, Antoine Ledent, Qintao Hu, Ting Liu, Jianlin Zhang, Marius Kloft
2021	A*	`conf`	Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks. AAAI Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft
2020	—	`conf`	An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion. Preregister@NeurIPS Rodrigo Alves, Antoine Ledent, Renato Assunção, Marius Kloft
2020	J	`jnl`	Orthogonal Inductive Matrix Completion. CoRR Antoine Ledent, Rodrigo Alves, Marius Kloft
2020	A*	`conf`	Sharper Generalization Bounds for Pairwise Learning. NeurIPS Yunwen Lei, Antoine Ledent, Marius Kloft
2019	J	`jnl`	Improved Generalisation Bounds for Deep Learning Through L CoRR Antoine Ledent, Yunwen Lei, Marius Kloft