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Antoine Ledent
Antoine Ledent
7
papers
20
total citations
papers (7)
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation
NEURIPS 2021
arXiv
11
citations
Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings
ICML 2025
arXiv
4
citations
Generalization Analysis for Deep Contrastive Representation Learning
AAAI 2025
arXiv
4
citations
Explainable Neural Networks with Guarantee: A Sparse Estimation Approach
AAAI 2025
arXiv
1
citations
Sharper Generalization Bounds for Pairwise Learning
NEURIPS 2020
0
citations
Fine-grained Generalization Analysis of Inductive Matrix Completion
NEURIPS 2021
0
citations
Generalization Analysis of Deep Non-linear Matrix Completion
ICML 2024
0
citations