Stochastic Optimization

Adaptive Gradient Langevin Algorithms for Stochastic Optimization and Bayesian Inference
Pierre Bras
Langevin algorithms for Markovian Neural Networks and Deep Stochastic control
Pierre Bras, Gilles Pagès
A note on $L^1$-Convergence of the Empiric Minimizer for unbounded functions with fast growth
Pierre Bras
Convergence of Langevin-Simulated Annealing algorithms with multiplicative noise
Gilles Pagès’ website
Pierre Bras, Gilles Pagès
Convergence of Langevin-Simulated Annealing algorithms with multiplicative noise II: Total Variation
Gilles Pagès’ website
Pierre Bras, Gilles Pagès
Convergence rates of Gibbs measures with degenerate minimum
Pierre Bras