Filip Hanzely

Filip Hanzely

Toyota Technological Institute Chicago - Chicago / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1733138
Toyota Technological Institute at Chicago
person_outline Filip Hanzely's MOST POPULAR ARTICLES
1-) Federated learning of a mixture of global and local modelsF Hanzely, P RichtárikarXiv preprint arXiv:2002.05516, 20201972020
2-) A field guide to federated optimizationJ Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...arXiv preprint arXiv:2107.06917, 20211382021
3-) Lower bounds and optimal algorithms for personalized federated learningF Hanzely, S Hanzely, S Horváth, P RichtárikNeurIPS 2020, 20201382020
4-) A unified theory of SGD: Variance reduction, sampling, quantization and coordinate descentE Gorbunov, F Hanzely, P RichtárikInternational Conference on Artificial Intelligence and Statistics, 680-690, 20201662020
5-) Local sgd: Unified theory and new efficient methodsE Gorbunov, F Hanzely, P RichtárikInternational Conference on Artificial Intelligence and Statistics, 3556-3564, 20211092021