Kevin Scaman

Kevin Scaman

Institut National de Recherche en Informatique et Automatique - Le Chesnay-Rocquencourt / France
Engineering & Technology / Computer Science
AD Scientific Index ID: 4423001
French National Institute for Research in Computer Science and Control
person_outline Kevin Scaman's MOST POPULAR ARTICLES
1-) Lipschitz regularity of deep neural networks: analysis and efficient estimationA Virmaux, K ScamanAdvances in Neural Information Processing Systems 31, 20182922018
2-) Optimal algorithms for smooth and strongly convex distributed optimization in networksK Scaman, F Bach, S Bubeck, YT Lee, L MassouliéProceedings of the 34th International Conference on Machine Learning-Volume …, 20172632017
3-) Optimal algorithms for non-smooth distributed optimization in networksK Scaman, F Bach, S Bubeck, L Massoulié, YT LeeAdvances in Neural Information Processing Systems 31, 20181512018
4-) Optimal convergence rates for convex distributed optimization in networksK Scaman, F Bach, S Bubeck, YT Lee, L MassouliéJournal of Machine Learning Research 20 (159), 1-31, 2019882019
5-) Coloring graph neural networks for node disambiguationG Dasoulas, LD Santos, K Scaman, A VirmauxarXiv preprint arXiv:1912.06058, 2019842019