Samuel Horvath|Samuel Horváth

Samuel Horvath|Samuel Horváth

King Abdulaziz City for Science and Technology - Riyadh / Saudi Arabia
Engineering & Technology / Computer Science
AD Scientific Index ID: 4455993
مدينة الملك عبدالعزيز للعلوم والتقنية
person_outline Samuel Horvath|Samuel Horváth's MOST POPULAR ARTICLES
1-) 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, 20211662021
2-) FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered DropoutS Horvath, S Laskaridis, M Almeida, I Leontiadis, SI Venieris, ND Lane35th Conference on Neural Information Processing Systems (NeurIPS 2021), 20211662021
3-) Lower bounds and optimal algorithms for personalized federated learningF Hanzely, S Hanzely, S Horváth, P Richtárik34th Conference on Neural Information Processing Systems (NeurIPS 2020), 20201912020
4-) Stochastic Distributed Learning with Gradient Quantization and Variance ReductionS Horvath, D Kovalev, K Mishchenko, SU Stich, P RichtarikOptimization Methods and Software, DOI: 10.1080/10556788.2022.2117355, 2022185*2022
5-) Optimal Client Sampling for Federated LearningW Chen, S Horvath, P RichtarikPublished in Transactions on Machine Learning Research (TMLR), 20221782022