4 citations · 5 across the 6 of their papers we have counts for
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math.OC2011
Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization
Pascal Bianchi, Jérémie Jakubowicz
We introduce a new framework for the convergence analysis of a class of distributed constrained non-convex optimization algorithms in multi-agent systems. The aim is to search for…
cs.IT2011
Distributed Stochastic Approximation for Constrained and Unconstrained Optimization
Pascal Bianchi, Jérémie Jakubowicz
In this paper, we analyze the convergence of a distributed Robbins-Monro algorithm for both constrained and unconstrained optimization in multi-agent systems. The algorithm searche…