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Berk Ustun
Berk Ustun
1
Affiliations
Affiliations
UC San Diego
9
papers
63
total citations
papers (9)
Concept Bottleneck Large Language Models
ICLR 2025
arXiv
26
citations
Learning Optimal Predictive Checklists
NEURIPS 2021
arXiv
14
citations
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
ICLR 2025
arXiv
7
citations
Participatory Personalization in Classification
NEURIPS 2023
arXiv
7
citations
Regretful Decisions under Label Noise
ICLR 2025
arXiv
3
citations
Classification with Conceptual Safeguards
ICLR 2024
arXiv
3
citations
Learning under Temporal Label Noise
ICLR 2025
arXiv
2
citations
Understanding Fixed Predictions via Confined Regions
ICML 2025
arXiv
1
citations
On the Epistemic Limits of Personalized Prediction
NEURIPS 2022
0
citations
