Mastane Achab

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Multi Armed Bandits

Reinforcement Learning

Risk Minimization

Dimensionality Reduction

Top Venues

Publications

Réda Alami, Abdalgader Abubaker, Mastane Achab, Mohamed El Amine Seddik, Salem Lahlou
Investigating Regularization of Self-Play Language Models. CoRR (2024)
Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis, Thierry Lestable
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. ICC Workshops (2024)
Mastane Achab, Réda Alami, Yasser Abdelaziz Dahou Djilali, Kirill Fedyanin, Eric Moulines
One-Step Distributional Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Mohamed El Amine Seddik, Mastane Achab, Henrique Goulart, Mérouane Debbah
A Nested Matrix-Tensor Model for Noisy Multi-view Clustering. CoRR (2023)
Mastane Achab, Réda Alami, Yasser Abdelaziz Dahou Djilali, Kirill Fedyanin, Eric Moulines
One-Step Distributional Reinforcement Learning. CoRR (2023)
Réda Alami, Mohammed Mahfoud, Mastane Achab
A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed Bandits. ICDM (Workshops) (2023)
Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. CoRR (2023)
Réda Alami, Mohammed Mahfoud, Mastane Achab
A Risk-Averse Framework for Non-Stationary Stochastic Multi-Armed Bandits. CoRR (2023)
Mastane Achab
Beyond Log-Concavity: Theory and Algorithm for Sum-Log-Concave Optimization. CoRR (2023)
Mastane Achab, Gergely Neu
Robustness and risk management via distributional dynamic programming. CoRR (2021)
Robin Vogel, Mastane Achab, Stéphan Clémençon, Charles Tillier
Weighted Empirical Risk Minimization: Sample Selection Bias Correction based on Importance Sampling. CoRR (2020)
Robin Vogel, Mastane Achab, Stéphan Clémençon, Charles Tillier
Weighted Emprirical Risk Minimization: Transfer Learning based on Importance Sampling. ESANN (2020)
Mastane Achab, Anna Korba, Stéphan Clémençon
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach. ALT (2019)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier
Profitable Bandits. CoRR (2018)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier
Profitable Bandits. ACML (2018)
Mastane Achab, Anna Korba, Stéphan Clémençon
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach. CoRR (2018)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond. ECML/PKDD (2) (2017)
Stéphan Clémençon, Mastane Achab
Ranking Data with Continuous Labels through Oriented Recursive Partitions. NIPS (2017)
Mastane Achab, Stéphan Clémençon, Aurélien Garivier, Anne Sabourin, Claire Vernade
Max K-armed bandit: On the ExtremeHunter algorithm and beyond. CoRR (2017)