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cs.DS2026
A Consistency-Robustness Framework for Robust Optimization: Integrating Predictions into Robust Scheduling
Yasser Alghouass, Eric Balkanski, Vineet Goyal +1
Robust optimization protects against uncertainty by optimizing for the worst case over a prescribed uncertainty set. This protection can be overly conservative when forecasts, hist…
cs.DS2023★ 1 cited
MNL-Prophet: Sequential Assortment Selection under Uncertainty
Vineet Goyal, Salal Humair, Orestis Papadigenopoulos +1
Due to numerous applications in retail and (online) advertising the problem of assortment selection has been widely studied under many combinations of discrete choice models and fe…