Antoine Chambaz

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Contextual Bandit

Top Venues

Publications

Pan Zhao, Antoine Chambaz, Julie Josse, Shu Yang
Positivity-free Policy Learning with Observational Data. AISTATS (2024)
Alexander G. Reisach, Myriam Tami, Christof Seiler, Antoine Chambaz, Sebastian Weichwald
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise Models. NeurIPS (2023)
Alexander G. Reisach, Myriam Tami, Christof Seiler, Antoine Chambaz, Sebastian Weichwald
Simple Sorting Criteria Help Find the Causal Order in Additive Noise Models. CoRR (2023)
Pan Zhao, Antoine Chambaz, Julie Josse, Shu Yang
Positivity-free Policy Learning with Observational Data. CoRR (2023)
Aurélien Bibaut, Antoine Chambaz, Maria Dimakopoulou, Nathan Kallus, Mark J. van der Laan
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning. CoRR (2021)
Aurélien Bibaut, Antoine Chambaz, Maria Dimakopoulou, Nathan Kallus, Mark J. van der Laan
Post-Contextual-Bandit Inference. CoRR (2021)
Aurélien Bibaut, Maria Dimakopoulou, Nathan Kallus, Antoine Chambaz, Mark J. van der Laan
Post-Contextual-Bandit Inference. NeurIPS (2021)
Aurélien Bibaut, Nathan Kallus, Maria Dimakopoulou, Antoine Chambaz, Mark J. van der Laan
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning. NeurIPS (2021)
Ivana Malenica, Rachael V. Phillips, Romain Pirracchio, Antoine Chambaz, Alan E. Hubbard, Mark J. van der Laan
Personalized Online Machine Learning. CoRR (2021)
Antoine Chambaz
Targeted Machine Learning: how we can use machine learning for causal inference. EGC (2021)
Aurélien F. Bibaut, Antoine Chambaz, Mark J. van der Laan
Rate-adaptive model selection over a collection of black-box contextual bandit algorithms. CoRR (2020)
Aurélien F. Bibaut, Antoine Chambaz, Mark J. van der Laan
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits. CoRR (2020)
Aurélien Bibaut, Antoine Chambaz, Mark J. van der Laan
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits. UAI (2020)
Alexander Luedtke, Emilie Kaufmann, Antoine Chambaz
Asymptotically optimal algorithms for budgeted multiple play bandits. Mach. Learn. 108 (11) (2019)
Alexander Luedtke, Emilie Kaufmann, Antoine Chambaz
Asymptotically Optimal Algorithms for Multiple Play Bandits with Partial Feedback. CoRR (2016)
Antoine Chambaz, Pierre Neuvial
tmle.npvi: targeted, integrative search of associations between DNA copy number and gene expression, accounting for DNA methylation. Bioinform. 31 (18) (2015)
Natalia Grabar, Marie-Christine Jaulent, Antoine Chambaz, Céline Lefebvre, Christian Néri
Sifting abstracts from Medline and evaluating their relevance to molecular biology. MIE (2006)