Chen, August Y

3 publications

NeurIPS 2025 Efficiently Escaping Saddle Points Under Generalized Smoothness via Self-Bounding Regularity Daniel Yiming Cao, August Y Chen, Karthik Sridharan, Benjamin Tang

COLT 2025 Optimization, Isoperimetric Inequalities, and Sampling via Lyapunov Potentials August Y Chen, Karthik Sridharan

NeurIPSW 2024 Langevin Dynamics: A Unified Perspective on Optimization via Lyapunov Potentials August Y Chen, Ayush Sekhari, Karthik Sridharan