Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization.

Aniket Das Bernhard Schölkopf Michael Muehlebach

Published in: NeurIPS (2022)

Keyphrases

global optimization
optimization problems
monte carlo
sampling algorithm
database
random sampling
sampling strategy
faster convergence
optimization process
optimization method
mathematical programming
evolutionary algorithm
finite number
weighted sum
support vector
decision trees
sampled data
neural network