Publications

Stephan Clémençon, Igor Colin, Aurélien Bellet (2016). Scaling-up empirical risk minimization: optimization of incomplete $ U $-statistics. Journal of Machine Learning Research.

Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon (2016). Gossip dual averaging for decentralized optimization of pairwise functions. International Conference on Machine Learning (ICML 2016).

Igor Colin, Christophe Dupuy (2016). Decentralized Topic Modelling with Latent Dirichlet Allocation. arXiv preprint arXiv:1610.01417.

Igor Colin (2016). Adapting machine learning methods to U-statistics.

Igor Colin (2016). Adaptation des méthodes d’apprentissage aux U-statistiques.

Igor Colin, Robert Ford (2015). An example journal article. Journal of Source Themes, 1(1).

Igor Colin, Aurélien Bellet, Joseph Salmon, Stéphan Clémençon (2015). Extending gossip algorithms to distributed estimation of U-statistics. Advances in Neural Information Processing Systems.

Igor Colin, Nidhi Hegde (2013). Learning information cascades in social networks.