52 citations · 171 across the 27 of their papers we have counts for
4 papers · 1 filter
Randomized Progressive Hedging methods for Multi-stage Stochastic Programming
Gilles Bareilles, Yassine Laguel, Dmitry Grishchenko +2
Progressive Hedging is a popular decomposition algorithm for solving multi-stage stochastic optimization problems. A computational bottleneck of this algorithm is that all scenario…
Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers
Franck Iutzeler, Pascal Bianchi, Philippe Ciblat +1
Consider a set of N agents seeking to solve distributively the minimization problem where the convex functions are local to the agents. The p…
Asynchronous Distributed Optimization using a Randomized Alternating Direction Method of Multipliers
Franck Iutzeler, Pascal Bianchi, Philippe Ciblat +1
Consider a set of networked agents endowed with private cost functions and seeking to find a consensus on the minimizer of the aggregate cost. A new class of random asynchronous di…
Analysis of Sum-Weight-like algorithms for averaging in Wireless Sensor Networks
Franck Iutzeler, Philippe Ciblat, Walid Hachem
Distributed estimation of the average value over a Wireless Sensor Network has recently received a lot of attention. Most papers consider single variable sensors and communications…