2 papers
math.OC2026
A Fenchel-Young Loss Approach to Data-Driven Inverse Optimization
Zhehao Li, Yanchen Wu, Jian Chen +1
Data-driven inverse optimization seeks to estimate unknown parameters in an optimization model from observations of optimization solutions. Many existing methods are ineffective in…
stat.ML2025
Learning with Selectively Labeled Data from Multiple Decision-makers
Jian Chen, Zhehao Li, Xiaojie Mao
We study the problem of classification with selectively labeled data, whose distribution may differ from the full population due to historical decision-making. We exploit the fact…