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Luofeng Liao

PhD student, Columbia University

1 paper at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective

#812 · Haixiang Lan, Luofeng Liao, Adam N. Elmachtoub, Christian Kroer, Henry Lam, Haofeng Zhang

This paper is a local misspecificiation analysis of three data-driven stochastic optimization methods.