Lukang Sun

According to our database, Lukang Sun authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

On the Concavity of Tsallis Entropy along the Heat Flow.

Lukang Sun

CoRR, January, 2026

2024

Federated Sampling with Langevin Algorithm under Isoperimetry.

Lukang Sun, Adil Salim, Peter Richtárik

Trans. Mach. Learn. Res., 2024

2023

Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling.

Alexander Tyurin, Lukang Sun, Konstantin Burlachenko, Peter Richtárik

Trans. Mach. Learn. Res., 2023

Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition.

Lukang Sun, Avetik G. Karagulyan, Peter Richtárik

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Improved Stein Variational Gradient Descent with Importance Weights.

Lukang Sun, Peter Richtárik

CoRR, 2022

A Note on the Convergence of Mirrored Stein Variational Gradient Descent under (L₀, L₁)-Smoothness Condition.

Lukang Sun, Peter Richtárik

CoRR, 2022

Federated Learning with a Sampling Algorithm under Isoperimetry.

Lukang Sun, Adil Salim, Peter Richtárik

CoRR, 2022

A Convergence Theory for SVGD in the Population Limit under Talagrand's Inequality T1.

Adil Salim, Lukang Sun, Peter Richtárik

Proceedings of the International Conference on Machine Learning, 2022

2021

Complexity Analysis of Stein Variational Gradient Descent Under Talagrand's Inequality T1.

Adil Salim, Lukang Sun, Peter Richtárik

CoRR, 2021