Luc Lehéricy

13 papers A* 2A 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Model selection for behavioral learning data and applications to contextual bandits.
AISTATS
Julien Aubert, Louis Köhler, Luc Lehéricy, Giulia Mezzadri, Patricia Reynaud-Bouret
2025 J jnl
Model selection for behavioral learning data and applications to contextual bandits.
CoRR
Julien Aubert, Louis Köhler, Luc Lehéricy, Giulia Mezzadri, Patricia Reynaud-Bouret
2024 — conf
Gradient Ascent Activity-Based Credit Assignment with History-Dependent Reward.
BI (1)
Oussama Sabri, Luc Lehéricy, Alexandre Muzy
2024 J jnl
Identifiability of discrete input-output hidden Markov models with external signals.
Stat. Comput.
Etienne David, Jean Bellot, Sylvain Le Corff, Luc Lehéricy
2024 — conf
Multi-agent Sequential Learning via Gradient Ascent Credit Assignment.
CSAI
Oussama Sabri, Luc Lehéricy, Alexandre Muzy
2023 A* conf
On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm.
ICML
Julien Aubert, Luc Lehéricy, Patricia Reynaud-Bouret
2023 J jnl
On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm.
CoRR
Julien Aubert, Luc Lehéricy, Patricia Reynaud-Bouret
2021 A* conf
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA.
NeurIPS
Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen
2021 J jnl
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA.
CoRR
Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen
2021 J jnl
Joint self-supervised blind denoising and noise estimation.
CoRR
Jean Ollion, Charles Ollion, Elisabeth Gassiat, Luc Lehéricy, Sylvain Le Corff
2020 J jnl
Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space.
J. Mach. Learn. Res.
Elisabeth Gassiat, Sylvain Le Corff, Luc Lehéricy
2019 J jnl
Pair Matching: When bandits meet stochastic block model.
CoRR
Christophe Giraud, Yann Issartel, Luc Lehéricy, Matthieu Lerasle
2018 J jnl
State-by-state Minimax Adaptive Estimation for Nonparametric Hidden Markov Models.
J. Mach. Learn. Res.
Luc Lehéricy