2025
Accelerating Model-Free Optimization via Averaging of Cost Samples
NeurIPS 2025poster
Model-free optimization methods typically rely on cost samples gathered by perturbing the current solution estimate along a finite and fixed set of directions. However, at each iteration, only the current cost samples are used, while potentially informative, previously collected samples are discarde…