Robin Allesiardo

The non-stationary stochastic multi-armed bandit problem

Robin Allesiardo, Raphaël Féraud, Odalric-Ambrym Maillard · International Journal of Data Science and Analytics · 2017 · 48 citations · Full text

Natural Sciences, Mathematics, Optimization +10

A survey on training and evaluation of word embeddings

François Torregrossa, Robin Allesiardo, Vincent Claveau et al. · International Journal of Data Science and Analytics · 2021 · 45 citations · Full text

Computing, Computer Science, Computational Linguistics +10

EXP3 with drift detection for the switching bandit problem

Robin Allesiardo, Raphaël Féraud · 2015 · 38 citations

Business, Decision Sciences, Algorithms +13

Random Forest for the Contextual Bandit Problem

Raphaël Féraud, Robin Allesiardo, Tanguy Urvoy et al. · International Conference on Artificial Intelligence and Statistics · 2016 · 27 citations

Computing, Computer Science, Decision Sciences +11

A Neural Networks Committee for the Contextual Bandit Problem

Robin Allesiardo, Raphaël Féraud, Djallel Bouneffouf · arXiv (Cornell University) · 2014 · 10 citations · Full text

Computing, Computer Science, Artificial Intelligence +9