Hyungki Im

Researcher, J.P. Morgan Chase

1 paper at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints

#816 · Hyungki Im, Wyame Benslimane, Paul Grigas

We study an extension of contextual stochastic linear optimization (CSLO) that involves uncertain constraints and propose a "Smart predict-then-optimize with Robust Constraint (SPO-RC)" loss function.