Stochastic Auto-conditioned Fast Gradient Methods with Optimal Rates
Talk at 2026 INFORMS Optimization Society Conference on stochastic AC-FGM, a parameter-free accelerated method achieving optimal convergence rates.
High-order Accumulative Regularization Methods for Gradient Minimization
Talk at 2025 INFORMS Annual Meeting on a unified high-order framework for optimal gradient minimization in convex optimization.