Schoenauer, Marc

15 publications

NeurIPS 2025 From Bytes to Ideas: Language Modeling with Autoregressive U-Nets Mathurin Videau, Badr Youbi Idrissi, Alessandro Leite, Marc Schoenauer, Olivier Teytaud, David Lopez-Paz

TMLR 2025 Mixture of Experts for Image Classification: What's the Sweet Spot? Mathurin Videau, Alessandro Leite, Marc Schoenauer, Olivier Teytaud

ICML 2025 Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption Audrey Poinsot, Panayiotis Panayiotou, Alessandro Leite, Nicolas Chesneau, Özgür Şimşek, Marc Schoenauer

IJCAI 2024 Learning Structural Causal Models Through Deep Generative Models: Methods, Guarantees, and Challenges Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michèle Sebag, Marc Schoenauer

ICLR 2022 Learning Meta-Features for AutoML Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michele Sebag, Marc Schoenauer

NeurIPS 2020 Deep Statistical Solvers Balthazar Donon, Zhengying Liu, Wenzhuo Liu, Isabelle Guyon, Antoine Marot, Marc Schoenauer

IJCAI 2019 Automated Machine Learning with Monte-Carlo Tree Search Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag

ICLR 2019 Multi-Domain Adversarial Learning Alice Schoenauer-Sebag, Louise Heinrich, Marc Schoenauer, Michele Sebag, Lani F. Wu, Steve J. Altschuler

ECML-PKDD 2016 Anti Imitation-Based Policy Learning Michèle Sebag, Riad Akrour, Basile Mayeur, Marc Schoenauer

ICML 2014 Programming by Feedback Marc Schoenauer, Riad Akrour, Michele Sebag, Jean-Christophe Souplet

IJCAI 2013 Pareto-Based Multiobjective AI Planning Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dréo, Pierre Savéant

ECML-PKDD 2012 APRIL: Active Preference Learning-Based Reinforcement Learning Riad Akrour, Marc Schoenauer, Michèle Sebag

ECML-PKDD 2011 Preference-Based Policy Learning Riad Akrour, Marc Schoenauer, Michèle Sebag

ECML-PKDD 1995 An Induction-Based Control for Genetic Algorithms (Extended Abstract) Michèle Sebag, Marc Schoenauer, Caroline Ravise

ICML 1990 Incremental Learning of Rules and Meta-Rules Marc Schoenauer, Michèle Sebag