Policy Mirror Descent with Dual Function Approximation International Conference on Continuous Optimization (ICCOPT), July, 2025
Stochastic Approximation with Block Coordinate Optimal Stepsizes Centre de Recherches Mathematiques, Montreal, May 27-30, 2025
A Nonnegative Gauss-Newton Method The 14th International Conference on Numerical Optimization and Numerical Linear Algebra (ICNONLA), Taiyuan, August 15-18, 2023
A Tutorial on Policy Gradient Methods SIAM Conference on Optimization (virtual), July 20-23, 2021
Stochastic Optimization with Decision-Dependent Distributions UCLA Computer Science Seminar, February 16, 2021
Statistical Optimization Methods for Machine Learning Online Seminar on Mathematical Foundations of Data Science, September 15, 2020
Dual averaging methods for regularized stochastic learning and online optimization Presentation for NeurIPS 2019 Test of Time Award, Vancouver, December, 2019