no code implementations • LREC 2020 • Fran{\c{c}}ois Torregrossa, Vincent Claveau, Nihel Kooli, Guillaume Gravier, Robin Allesiardo
Word embeddings intervene in a wide range of natural language processing tasks.
no code implementations • 7 Sep 2016 • Robin Allesiardo, Raphaël Féraud, Odalric-Ambrym Maillard
For the best-arm identification task, we introduce a version of Successive Elimination based on random shuffling of the $K$ arms.
no code implementations • 27 Apr 2015 • Raphaël Féraud, Robin Allesiardo, Tanguy Urvoy, Fabrice Clérot
The dependence of the sample complexity upon the number of contextual variables is logarithmic.
no code implementations • 29 Sep 2014 • Robin Allesiardo, Raphael Feraud, Djallel Bouneffouf
This paper presents a new contextual bandit algorithm, NeuralBandit, which does not need hypothesis on stationarity of contexts and rewards.