Victor Bucarey

Contrastive Losses and Solution Caching for Predict-and-Optimize

Many decision-making processes involve solving a combinatorial optimization problem with uncertain input that can be estimated from historic data. Recently, problems in this class have been successfully addressed via end-to-end learning approaches, which rely on solving one optimization problem for…