Complexity of Highly Parallel Non-Smooth Convex Optimization
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
Is Q-Learning Provably Efficient?
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks
Finite-Time Analysis of Projected Langevin Monte Carlo
Prior-free and prior-dependent regret bounds for Thompson Sampling