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Antoine Ledent

11 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×3ICML ×2RecSys ×2AISTATS ×1IJCAI ×1NeurIPS ×1WWW ×1

Frequent coauthors

Rodrigo Alves
×5
Nong Minh Hieu
×3
Marius Kloft
×3
Yunwen Lei
×2
Philipp Liznerski
×2
Waleed Mustafa
×2
Mun Chong Soo
×1
Peng Liu
×1
Cheng Yeaw Ku
×1
Jennifer Poernomo
×1
Nicole Gabrielle Lee Tan
×1
Tereza Zmeskalová
×1

Papers

  1. Generalization Bounds for Semi-supervised Matrix Completion with Distributional Side Information
    AAAI 2026 · Antoine Ledent,
    Mun Chong Soo
    ,
    Nong Minh Hieu
  2. Explainable Neural Networks with Guarantee: A Sparse Estimation Approach
    AAAI 2025 · Antoine Ledent,
    Peng Liu
  3. Generalization Analysis for Deep Contrastive Representation Learning
    AAAI 2025 ·
    Nong Minh Hieu
    , Antoine Ledent,
    Yunwen Lei
    ,
    Cheng Yeaw Ku
  4. Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings
    ICML 2025 ·
    Nong Minh Hieu
    , Antoine Ledent
  5. Generalization Bounds for Rank-sparse Neural Networks
    NeurIPS 2025 · Antoine Ledent,
    Rodrigo Alves
    ,
    Yunwen Lei
  6. Probabilistic Modeling, Learnability and Uncertainty Estimation for Interaction Prediction in Movie Rating Datasets
    RecSys 2025 ·
    Jennifer Poernomo
    ,
    Nicole Gabrielle Lee Tan
    ,
    Rodrigo Alves
    , Antoine Ledent
  7. Recurrent Autoregressive Linear Model for Next-Basket Recommendation
    RecSys 2025 ·
    Tereza Zmeskalová
    , Antoine Ledent,
    Martin Spisák
    ,
    Pavel Kordík
    ,
    Rodrigo Alves
  8. Generalization Analysis of Deep Non-linear Matrix Completion
    ICML 2024 · Antoine Ledent,
    Rodrigo Alves
  9. Interpretable Tensor Fusion
    IJCAI 2024 ·
    Saurabh Varshneya
    , Antoine Ledent,
    Philipp Liznerski
    ,
    Andriy Balinskyy
    ,
    Purvanshi Mehta
    ,
    Waleed Mustafa
    ,
    Marius Kloft
  10. Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks
    AISTATS 2024 ·
    Waleed Mustafa
    ,
    Philipp Liznerski
    , Antoine Ledent,
    Dennis Wagner
    ,
    Puyu Wang
    ,
    Marius Kloft
  11. Unraveling the Dynamics of Stable and Curious Audiences in Web Systems
    WWW 2024 ·
    Rodrigo Alves
    , Antoine Ledent,
    Renato Assunção
    ,
    Pedro O. S. Vaz de Melo
    ,
    Marius Kloft