On the Algorithmic Stability and Generalization of Adaptive Optimization Methods.

Han Nguyen Hai Pham Sashank J. Reddi Barnabás Póczos

Published in: CoRR (2022)

Keyphrases

optimization methods
generalization bounds
optimization method
simulated annealing
optimization problems
stochastic methods
algorithmic stability
data dependent
learning theory
learning machines
genetic algorithm
generalization ability
reinforcement learning
multi class
metaheuristic
linear classifiers