169 citations · 527 across the 30 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
math.PR2016★ 1 cited
On strict convergence of stochastic gradients
Michel Benaim
We discuss conditions ensuring the (strict) convergence of stochastic gradient algorithms.
math.DS2016★ 7 cited
Supports of Invariant Measures for Piecewise Deterministic Markov Processes
Michel Benaïm, Fritz Colonius, Lettau Ralph
For a class of piecewise deterministic Markov processes, the supports of the invariant measures are characterized. This is based on the analysis of controllability properties of an…
math.PR2016★ 13 cited
Ergodicity of inhomogeneous Markov chains through asymptotic pseudotrajectories
Michel Benaïm, Florian Bouguet, Bertrand Cloez
In this work, we consider an inhomogeneous (discrete time) Markov chain and are interested in its long time behavior. We provide sufficient conditions to ensure that some of its as…