Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications

Antoine Godichon-Baggioni, Pierre Tarrago

In stochastic optimization, a common tool to deal sequentially with large sample is to consider the well-known stochastic gradient algorithm. Nevertheless, since the stepsequence i…