Stochastic Heavy Ball with Polyak Step Size and Armijo Line Search: A General Convergence Analysis
cs.LG, math.OC
Submitted: 2026-09-29
Updated: 2026-09-29
Sources
- Stochastic inertial primal-dual algorithms
- Fast Convergence of Stochastic Gradient Descent under a Strong Growth Condition
- Unified Convergence Analysis of Stochastic Momentum Methods for Convex and Non-convex Optimization
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