Relating Checkpoint Update Probabilities to Momentum Parameters in Single-Loop Variance Reduction Methods

Hai Liu, Tiande Guo, Congying Han

We propose a single-loop variance-reduced acceleration framework, which relates checkpoint update probabilities to momentum parameters, for solving the composite general convex pro…