4 citations · 5 across the 6 of their papers we have counts for
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math.OC2014
Random Pairwise Gossip on Metric Spaces
Anass Bellachehab, Jérémie Jakubowicz
In the context of sensor networks, gossip algorithms are a popular, well esthablished technique for achieving consensus when sensor data is encoded in linear spaces. Gossip algorit…
math.OC2013★ 1 cited
Robust Consensus in Distributed Networks using Total Variation
Walid Ben-Ameur, Pascal Bianchi, Jérémie Jakubowicz
Consider a connected network of agents endowed with local cost functions representing private objectives. Agents seek to find an agreement on some minimizer of the aggregate cost,…
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…