Autocorrelated Optimize-via-Estimate: Predict-then-Optimize versus Finite-sample Optimal

Zichun Wang, Gar Goei Loke, Ruiting Zuo

Models that directly optimize for out-of-sample performance in the finite-sample regime have emerged as a promising alternative to traditional estimate-then-optimize approaches in…