Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems.

Published in: COLT (2023)

Keyphrases

stochastic optimization
robust optimization
optimization problems
multistage
mathematical programming
quadratic optimization problems
decision problems
optimal solution
image restoration and reconstruction
machine learning
special case
cost function
support vector machine
convex optimization
globally convergent