Risk Bounds and Calibration for a Smart Predict-then-Optimize Method.

Heyuan Liu Paul Grigas

Published in: CoRR (2021)

Keyphrases

objective function
supervised learning
unsupervised learning
machine learning
probabilistic model
expectation maximization
training samples
parameter estimation
segmentation method
data dependent
risk bounds