3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Intelligent Neural Networks: From Layered Architectures to Graph-Organized Intelligence
Antoine Salomon
Biological neurons exhibit remarkable intelligence: they maintain internal states, communicate selectively with other neurons, and self-organize into complex graphs rather than rig…
stat.ML2011★ 3 cited
Regret lower bounds and extended Upper Confidence Bounds policies in stochastic multi-armed bandit problem
Antoine Salomon, Jean-Yves Audibert, Issam El Alaoui
This paper is devoted to regret lower bounds in the classical model of stochastic multi-armed bandit. A well-known result of Lai and Robbins, which has then been extended by Burnet…
stat.ML2011
Robustness of Anytime Bandit Policies
Antoine Salomon, Jean-Yves Audibert
This paper studies the deviations of the regret in a stochastic multi-armed bandit problem. When the total number of plays n is known beforehand by the agent, Audibert et al. (2009…