collaborators

1 paper

stat.ML2024

Probabilistic Guarantees of Stochastic Recursive Gradient in Non-Convex Finite Sum Problems

Yanjie Zhong, Jiaqi Li, Soumendra Lahiri

This paper develops a new dimension-free Azuma-Hoeffding type bound on summation norm of a martingale difference sequence with random individual bounds. With this novel result, we…