Ali Ugur Guler

A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems

The predict+optimize problem combines machine learning and combinatorial optimization by predicting the problem coefficients first and then using these coefficients to solve the optimization problem. While this problem can be solved in two separate stages, recent research shows end to end model…