Eigenvalue-Decomposition Cost Denoising for Predict-then-Optimize

Henry Aldridge-Krawciw, Irene Aldridge

Predict-then-optimize methods learn a mapping from features to unknown edge costs. They then solve the shortest-path problem on the predicted costs. We study a feature-free alterna…