Yury Demidovich

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) NIPS (1) UAI (1)

Top co-authors

Peter Richtarik (4) Grigory Malinovsky (3) Martin Takac (1) Dmitry Baranchuk (1) Ahmad Rammal (1) Egor Shulgin (1) Andrei Panferov (1) Liudmila Prokhorenkova (1) Samuel Horváth (1) Nikolay Bogachev (1)

Keywords

stochastic gradient descent (1) non-convex optimization (1) convergence analysis (1) neural network optimization (1) convergence guarantee (1) stochastic method (1) biased estimator (1)

Papers

MAST: model-agnostic sparsified training ICLR 2025

Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization ICLR 2025

Correlated Quantization for Faster Nonconvex Distributed Optimization UAI 2025

A Guide Through the Zoo of Biased SGD NIPS 2023

Graph-based Nearest Neighbor Search in Hyperbolic Spaces ICLR 2022