Berk Ustun
- Papers
- 10
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10papers
Authored papers
10Regretful Decisions under Label Noise
arXiv 2025
Concept Bottleneck Large Language Models
arXiv 2024
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
arXiv 2024
Prediction without Preclusion: Recourse Verification with Reachable Sets
arXiv 2023
Learning Optimal Predictive Checklists
learning-optimal-predictive-checklists
Predictive Multiplicity in Classification
ICML 2020 1
Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions
arXiv 2019
Actionable Recourse in Linear Classification
arXiv 2018
Learning Optimized Risk Scores
arXiv 2016
Supersparse Linear Integer Models for Optimized Medical Scoring Systems
arXiv 2015
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