selected publications
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academic article
- Robust Distributed Consensus Using Total Variation. IEEE Transactions on Automatic Control. 61:1550-1564. 2015
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blog posting
- Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization. arXiv (Cornell University). 2011
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chapter
- Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent. Lecture notes in computer science. 317-331. 2015
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conference paper
- Distributed on-line multidimensional scaling for self-localization in wireless sensor networks. . 1110-1114. 2014
- On-line learning gossip algorithm in multi-agent systems with local decision rules. . 6-14. 2013
- Approximation stochastique distribuée : le coût de la non-bistochasticité. HAL (Le Centre pour la Communication Scientifique Directe). 2013
- Consensus pair-à-pair asynchrone dans les variétés. HAL (Le Centre pour la Communication Scientifique Directe). 2013
- Asynchronous distributed principal component analysis using stochastic approximation. . 1398-1403. 2012
- Distributed stochastic approximation: The price of non-double stochasticity. . 1473-1477. 2012
- On-line gossip-based distributed expectation maximization algorithm. . 305-308. 2012
- Robust Average Consensus using Total Variation Gossip Algorithm. . 2012