Lukang Sun

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Weighted Average

Mumford Shah Functional

Sampling Algorithm

Top Venues

Trans. Mach. Learn. Res.

Publications

Lukang Sun, Adil Salim, Peter Richtárik
Federated Sampling with Langevin Algorithm under Isoperimetry. Trans. Mach. Learn. Res. 2024 (2024)
Alexander Tyurin, Lukang Sun, Konstantin Burlachenko, Peter Richtárik
Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling. Trans. Mach. Learn. Res. 2023 (2023)
Lukang Sun, Avetik G. Karagulyan, Peter Richtárik
Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition. AISTATS (2023)
Lukang Sun, Adil Salim, Peter Richtárik
Federated Learning with a Sampling Algorithm under Isoperimetry. CoRR (2022)
Adil Salim, Lukang Sun, Peter Richtárik
A Convergence Theory for SVGD in the Population Limit under Talagrand's Inequality T1. ICML (2022)
Lukang Sun, Avetik G. Karagulyan, Peter Richtárik
Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition. CoRR (2022)
Lukang Sun, Peter Richtárik
Improved Stein Variational Gradient Descent with Importance Weights. CoRR (2022)
Lukang Sun, Peter Richtárik
)-Smoothness Condition. CoRR (2022)
Alexander Tyurin, Lukang Sun, Konstantin Burlachenko, Peter Richtárik
Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling. CoRR (2022)
Adil Salim, Lukang Sun, Peter Richtárik
Complexity Analysis of Stein Variational Gradient Descent Under Talagrand's Inequality T1. CoRR (2021)