selected publications

• academic article

  • Deep Learning versus Conventional Machine Learning for Detection of Healthcare-Associated Infections in French Clinical Narratives.  Methods of Information in Medicine.  58:031-041. 2019
  • Robust Distributed Consensus Using Total Variation.  IEEE Transactions on Automatic Control.  61:1550-1564. 2015
  • Analysis of Max-Consensus Algorithms in Wireless Channels.  IEEE Transactions on Signal Processing.  60:6103-6107. 2012
  • Aircraft classification with a low resolution infrared sensor.  Machine Vision and Applications.  24:175-186. 2012
  • Detecting Aircraft With a Low-Resolution Infrared Sensor.  IEEE Transactions on Image Processing.  21:3034-3041. 2012

• blog posting

  • A Multiresolution Analysis Framework for the Statistical Analysis of Incomplete Rankings.  arXiv (Cornell University). 2016
  • Random Pairwise Gossip on $CAT(\kappa)$ Metric Spaces.  arXiv (Cornell University). 2014
  • Multiresolution Analysis of Incomplete Rankings.  arXiv (Cornell University). 2014
  • Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for Non-Convex Optimization.  arXiv (Cornell University). 2011

• chapter

  • Reranking Strategies Based on Fine-Grained Business User Events Benchmarked on a Large E-commerce Data Set.  Lecture notes in business information processing. 100-110. 2017
  • MRA-based Statistical Learning from Incomplete Rankings Stéphan Clémençon.  HAL (Le Centre pour la Communication Scientifique Directe). 2015
  • Clustering Rankings in the Fourier Domain.  Lecture notes in computer science. 343-358. 2011
  • Clustering Rankings in the Fourier Domain.  HAL (Le Centre pour la Communication Scientifique Directe). 2011

• conference paper

  • Predicting stock movement direction with machine learning: An extensive study on S&P 500 stocks.  2021 IEEE International Conference on Big Data (Big Data). 2017
  • Complementary base station clustering for cost-effective and energy-efficient cloud-RAN.  . 1-7. 2017
  • FUNNRAR: Hybrid rarity/learning visual saliency.  2022 IEEE International Conference on Image Processing (ICIP). 2782-2786. 2016
  • Distributed consensus for metamorphic systems using a gossip algorithm for CAT(0) metric spaces.  AIP conference proceedings. 530-537. 2015
  • Random pairwise gossip on CAT(0) metric spaces.  . 5593-5598. 2014
  • Random Pairwise Gossip on Hadamard manifolds.  . 141-144. 2013
  • 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
  • Distributed estimation of the maximum value over a Wireless Sensor Network.  . 62-66. 2011