selected publications

• academic article

  • Robust Distributed Consensus Using Total Variation.  IEEE Transactions on Automatic Control.  61:1550-1564. 2015

• blog posting

  • Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization.  arXiv (Cornell University). 2011

• chapter

  • Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent.  Lecture notes in computer science. 317-331. 2015

• 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