2 papers
cs.LG2024
Ruppert-Polyak averaging for Stochastic Order Oracle
V. N. Smirnov, K. M. Kazistova, I. A. Sudakov +3
Black-box optimization, a rapidly growing field, faces challenges due to limited knowledge of the objective function's internal mechanisms. One promising approach to address this i…
math.OC2024
On quasi-convex smooth optimization problems by a comparison oracle
A. V. Gasnikov, M. S. Alkousa, A. V. Lobanov +4
Frequently, when dealing with many machine learning models, optimization problems appear to be challenging due to a limited understanding of the constructions and characterizations…