Sun, Lukang

5 publications

TMLR 2024 Federated Sampling with Langevin Algorithm Under Isoperimetry Lukang Sun, Adil Salim, Peter Richtárik

AISTATS 2023 Convergence of Stein Variational Gradient Descent Under a Weaker Smoothness Condition Lukang Sun, Avetik Karagulyan, Peter Richtarik

NeurIPSW 2023 Improved Stein Variational Gradient Descent with Importance Weights Lukang Sun, Peter Richtárik

TMLR 2023 Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling Alexander Tyurin, Lukang Sun, Konstantin Pavlovich Burlachenko, Peter Richtárik

ICML 2022 A Convergence Theory for SVGD in the Population Limit Under Talagrand’s Inequality T1 Adil Salim, Lukang Sun, Peter Richtarik