selected publications

• academic article

  • Why Facial Recognition Algorithms Can't be Perfectly Fair.  HAL (Le Centre pour la Communication Scientifique Directe).  2020
  • A statistical network analysis of the HIV/AIDS epidemics in Cuba.  Social Network Analysis and Mining.  5. 2015
  • Collaborative Filtering with Localised Ranking.  Proceedings of the AAAI Conference on Artificial Intelligence.  29. 2015
  • Scalability of Stochastic Gradient Descent based on 'Smart' Sampling Techniques.  Procedia Computer Science.  53:308-315. 2015
  • Métiers et compétences.  Documentaliste-Sciences de l Information.  Vol. 50:4-9. 2013
  • Ranking forests.  .  14:39-73. 2013

• blog posting

  • A Multiresolution Analysis Framework for the Statistical Analysis of Incomplete Rankings.  arXiv (Cornell University). 2016
  • Multiresolution Analysis of Incomplete Rankings.  arXiv (Cornell University). 2014
  • On Computer-Intensive Simulation and Estimation Methods for Rare Event Analysis in Epidemic Models.  arXiv (Cornell University). 2013

• chapter

  • Anomaly Ranking in a High Dimensional Space: The Unsupervised TreeRank Algorithm.  Springer eBooks. 33-54. 2016
  • Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent.  Lecture notes in computer science. 317-331. 2015
  • Extracting Style and Emotion from Handwriting.  Smart innovation, systems and technologies. 347-355. 2015
  • 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

  • Distributed online Data Anomaly Detection for connected vehicles.  . 494-500. 2020
  • Ranking Median Regression: Learning to Order through Local Consensus..  Algorithmic Learning Theory. 212-245. 2018
  • On-line learning gossip algorithm in multi-agent systems with local decision rules.  . 6-14. 2013