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Mastane Achab
Mastane Achab
Technology Innovation Institute (TII)
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Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond
M Achab, S Clémençon, A Garivier, A Sabourin, C Vernade
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
102017
Profitable bandits
M Achab, S Clémençon, A Garivier
Asian Conference on Machine Learning, 694-709, 2018
82018
Ranking data with continuous labels through oriented recursive partitions
S Clémençon, M Achab
Advances in Neural Information Processing Systems, 4600-4608, 2017
82017
Weighted Empirical Risk Minimization: Sample Selection Bias Correction based on Importance Sampling
R Vogel, M Achab, S Clémençon, C Tillier
arXiv preprint arXiv:2002.05145, 2020
52020
Ranking and risk-aware reinforcement learning
M Achab
Institut polytechnique de Paris, 2020
32020
Robustness and risk management via distributional dynamic programming
M Achab, G Neu
arXiv preprint arXiv:2112.15430, 2021
22021
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach
M Achab, A Korba, S Clémençon
Algorithmic Learning Theory, 64-93, 2019
12019
Checkered Regression
M Achab
TechRxiv preprint, 2022
2022
Distributional deep Q-learning with CVaR regression
M Achab, R ALAMI, YAD DJILALI, K Fedyanin, E Moulines, M Panov
Deep Reinforcement Learning Workshop NeurIPS 2022, 0
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