Optimizer's Information Criterion: Dissecting and Correcting Bias in Data-Driven Optimization.

Garud Iyengar Henry Lam Tianyu Wang

Published in: CoRR (2023)

Keyphrases

data driven
information criterion
optimization algorithm
model selection
cross validation
probability model
bayesian information criterion
lower bound
sample size
optimization method
generalization error
selection criterion