Shaojie Li

High Probability Bounds for Non-Convex Stochastic Optimization with Momentum

Pointwise Generalization in Deep Neural Networks

Stability and Sharper Risk Bounds with Convergence Rate $\tilde{O}(1/n^2)$

Stability and Sharper Risk Bounds with Convergence Rate $O(1/n^2)$

Sharper Bounds of Non-Convex Stochastic Gradient Descent with Momentum

Improved Risk Bounds with Unbounded Losses for Transductive Learning