Author

Darinka Dentcheva

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Open access Sep 2026

Extension, stability and smoothing of risk forms

Risk forms are real-valued functionals originally defined on the product of two spaces: the space of bounded Borel-measurable functions on a Polish space \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepacka...

Hui-Hui Chen, Darinka Dentcheva · Computational Management Sci... · 0 citations

#machine learning Preprint Aug 2026

Fairness in multi-class multi-group classification problems via contextial coherent risk measures

This work proposes a new design of fair classifiers for multi-class classification problems in the presence of vector-valued sensitive attributes and proposes a specialized numerical method for solving the resulting optimization problem.

Darinka Dentcheva, Xiangyu Tian · 0 citations