Lukang Sun

2 papers · 2022–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (9)

Conferences

AISTATS (1) ICML (1)

Top co-authors

Peter Richtarik (2) Avetik Karagulyan (1) Adil SALIM (1)

Keywords

bayesian inference (2) probability distribution (2) stein variational gradient descent (2) stein fisher information (1) particle system (1) kernelized stein discrepancy (1) talagrand inequality (1) variational inference (1) non-logconcave distribution (1) kl divergence (1) langevin algorithm (1)

Papers

Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition AISTATS 2023

A Convergence Theory for SVGD in the Population Limit under Talagrand’s Inequality T1 ICML 2022