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20172025
most citedStatistical Robustness of Empirical Risks in Machine Learning

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math.OC2025

Modified Polyhedral Method to Elicit Shape-Free Utility and Reduction of Conservatism in Robust Optimization

Sainan Zhang, Shaoyan Guo, Melvyn Sim +1

In this paper, we propose a modified polyhedral method to elicit a decision maker's (DM's) nonlinear univariate utility function without explicit knowledge of its shape, Lipschitz…