Algorithms for Deterministically Constrained Stochastic Optimization
Plenary lecture for the International Conference on Machine Learning (ICML) 2021 workshop on Beyond First-Order Methods in ML Systems, July 2021
Nonconvex Optimization: Opportunities and Challenges
Keynote public lecture for the East Coast Optimization Meeting, April 2021
Optimization Methods for Large-Scale Machine Learning
Keynote tutorial presentation for the East Coast Optimization Meeting, April 2021
SQP Methods for Constrained Stochastic Optimization
Research presentation for the One World Optimization Seminar, March 2021