Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize Problems.

Sanket Shah Bryan Wilder Andrew Perrault Milind Tambe

Published in: CoRR (2022)

Keyphrases

loss function
learning models
learning algorithm
learning problems
learning tasks
boosting framework
support vector
pairwise
logistic regression
squared error
learning to rank algorithms
information retrieval
training data
bayesian networks
reinforcement learning