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