7 citations · 9 across the 3 of their papers we have counts for
3 papers
On the rates of convergence of Parallelized Averaged Stochastic Gradient Algorithms
Antoine Godichon-Baggioni, Sofiane Saadane
The growing interest for high dimensional and functional data analysis led in the last decade to an important research developing a consequent amount of techniques. Parallelized al…
Stochastic Heavy Ball
Sébastien Gadat, Fabien Panloup, Sofiane Saadane
This paper deals with a natural stochastic optimization procedure derived from the so-called Heavy-ball method differential equation, which was introduced by Polyak in the 1960s wi…
Regret bounds for Narendra-Shapiro bandit algorithms
Sébastien Gadat, Fabien Panloup, Sofiane Saadane
Narendra-Shapiro (NS) algorithms are bandit-type algorithms that have been introduced in the sixties (with a view to applications in Psychology or learning automata), whose converg…