Konstantin Mishchenko

Konstantin Mishchenko

King Abdullah University of Science & Technology - Thuwal / Saudi Arabia
Engineering & Technology / Computer Science
AD Scientific Index ID: 544003
جامعة الملك عبد الله للعلوم والتقنية
person_outline Konstantin Mishchenko's MOST POPULAR ARTICLES
1-) Tighter Theory for Local SGD on Identical and Heterogeneous Data International Conference on Artificial Intelligence and Statistics, 4519-4529, 2020
2-) Distributed learning with compressed gradient differences Optimization Methods and Software, 1-16, 2019
3-) Stochastic distributed learning with gradient quantization and double-variance reduction Optimization Methods and Software, 1-16, 2022
4-) First Analysis of Local GD on Heterogeneous Data NeurIPS FL Workshop, arXiv preprint arXiv:1909.04715, 2019
5-) ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! International Conference on Machine Learning, 15750-15769, 2022