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math.ST2024
Ask for More Than Bayes Optimal: A Theory of Indecisions for Selective Hypothesis Testing
Mohamed Ndaoud, Peter Radchenko, Bradley Rava
Selective classification is a powerful tool for automated decision-making in high-risk scenarios, allowing classifiers to act only when confident and abstain when uncertainty is hi…
econ.EM2024★ 2 cited
Change-Point Detection in Time Series Using Mixed Integer Programming
Artem Prokhorov, Peter Radchenko, Alexander Semenov +1
We use cutting-edge mixed integer optimization (MIO) methods to develop a framework for detection and estimation of structural breaks in time series regression models. The framewor…