Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization.

Siqi Zhang Yifan Hu Liang Zhang Niao He

Published in: AISTATS (2024)

Keyphrases

generalization bounds
data dependent
learning theory
objective function
generalization ability
kernel machines
model selection
optimization algorithm
linear classifiers
learning problems
statistical learning theory
machine learning
pattern recognition
semi supervised
web search
ranking algorithm