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Albert Thomas 0001
Person information
- affiliation: Huawei Technologies Ltd., Noah's Ark Lab, Paris, France
Other persons with the same name
- Albert Thomas 0002 — University of Michigan, Ann Arbor, MI, USA
- Albert Thomas 0003
— Indian Institute of Technology Bombay, Department of Civil Engineering, Mumbai, India
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2020 – today
- 2024
- [i10]Abdelhakim Benechehab, Albert Thomas, Balázs Kégl:
Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning. CoRR abs/2402.02858 (2024) - [i9]Abdelhakim Benechehab, Albert Thomas, Giuseppe Paolo, Maurizio Filippone, Balázs Kégl:
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning. CoRR abs/2402.03146 (2024) - [i8]Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas:
Differentially Private Model-Based Offline Reinforcement Learning. CoRR abs/2402.05525 (2024) - 2023
- [i7]Abdelhakim Benechehab, Giuseppe Paolo, Albert Thomas, Maurizio Filippone, Balázs Kégl:
Multi-timestep models for Model-based Reinforcement Learning. CoRR abs/2310.05672 (2023) - 2022
- [c6]Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre:
An $\alpha$-No-Regret Algorithm For Graphical Bilinear Bandits. NeurIPS 2022 - [i6]Geovani Rizk, Igor Colin, Albert Thomas, Rida Laraki, Yann Chevaleyre:
An α-No-Regret Algorithm For Graphical Bilinear Bandits. CoRR abs/2206.00466 (2022) - [i5]Giuseppe Paolo, Jonas Gonzalez-Billandon, Albert Thomas, Balázs Kégl:
Guided Safe Shooting: model based reinforcement learning with safety constraints. CoRR abs/2206.09743 (2022) - 2021
- [c5]Balázs Kégl, Gabriel Hurtado, Albert Thomas:
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose? ICLR 2021 - [c4]Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre:
Best Arm Identification in Graphical Bilinear Bandits. ICML 2021: 9010-9019 - [i4]Balázs Kégl, Gabriel Hurtado, Albert Thomas:
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose? CoRR abs/2107.11587 (2021) - 2020
- [i3]Geovani Rizk, Albert Thomas, Igor Colin, Rida Laraki, Yann Chevaleyre:
Best Arm Identification in Graphical Bilinear Bandits. CoRR abs/2012.07641 (2020) - [i2]Geovani Rizk, Igor Colin, Albert Thomas, Moez Draief:
Refined bounds for randomized experimental design. CoRR abs/2012.15726 (2020)
2010 – 2019
- 2019
- [i1]Igor Colin, Albert Thomas, Moez Draief:
Parallel Contextual Bandits in Wireless Handover Optimization. CoRR abs/1902.01931 (2019) - 2018
- [c3]Igor Colin, Albert Thomas, Moez Draief:
Parallel Contextual Bandits in Wireless Handover Optimization. ICDM Workshops 2018: 258-265 - 2017
- [c2]Albert Thomas, Stéphan Clémençon, Alexandre Gramfort, Anne Sabourin:
Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere. AISTATS 2017: 1011-1019 - 2015
- [c1]Albert Thomas, Vincent Feuillard, Alexandre Gramfort
Calibration of One-Class SVM for MV set estimation. DSAA 2015: 1-9
Coauthor Index
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