According to our database1, Igor Colin authored at least 7 papers between 2015 and 2019.
Legend:Book In proceedings Article PhD thesis Other
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Parallel Contextual Bandits in Wireless Handover Optimization.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
Adapting machine learning methods to U-statistics. (Adaptation des méthodes d'apprentissage aux U-statistiques).
PhD thesis, 2016
Scaling-up Empirical Risk Minimization: Optimization of Incomplete $U$-statistics.
J. Mach. Learn. Res., 2016
Decentralized Topic Modelling with Latent Dirichlet Allocation.
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions.
Proceedings of the 33nd International Conference on Machine Learning, 2016
Extending Gossip Algorithms to Distributed Estimation of U-statistics.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015