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Berk Ustun

9 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

ICLR ×6ICML ×2AAAI ×1

Frequent coauthors

Tsui-Wei Weng
×3
Sujay Nagaraj
×2
Yang Liu
×2
Chung-En Sun
×1
Tuomas P. Oikarinen
×1
Seung Hyun Cheon
×1
Anneke Wernerfelt
×1
Sorelle A. Friedler
×1
Walter Gerych
×1
Sana Tonekaboni
×1
Anna Goldenberg
×1
Thomas Hartvigsen
×1

Papers

  1. Concept Bottleneck Large Language Models
    ICLR 2025 ·
    Chung-En Sun
    ,
    Tuomas P. Oikarinen
    , Berk Ustun,
    Tsui-Wei Weng
  2. Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse
    ICLR 2025 ·
    Seung Hyun Cheon
    ,
    Anneke Wernerfelt
    ,
    Sorelle A. Friedler
    , Berk Ustun
  3. Learning under Temporal Label Noise
    ICLR 2025 ·
    Sujay Nagaraj
    ,
    Walter Gerych
    ,
    Sana Tonekaboni
    ,
    Anna Goldenberg
    , Berk Ustun,
    Thomas Hartvigsen
  4. Regretful Decisions under Label Noise
    ICLR 2025 ·
    Sujay Nagaraj
    ,
    Yang Liu
    ,
    Flávio P. Calmon
    , Berk Ustun
  5. Selective Preference Aggregation
    ICML 2025 ·
    Shreyas Kadekodi
    ,
    Hayden McTavish
    , Berk Ustun
  6. Understanding Fixed Predictions via Confined Regions
    ICML 2025 ·
    Connor Lawless
    ,
    Tsui-Wei Weng
    , Berk Ustun,
    Madeleine Udell
  7. Classification with Conceptual Safeguards
    ICLR 2024 ·
    Hailey Joren
    ,
    Charles T. Marx
    , Berk Ustun
  8. Prediction without Preclusion: Recourse Verification with Reachable Sets
    ICLR 2024 ·
    Avni Kothari
    ,
    Bogdan Kulynych
    ,
    Tsui-Wei Weng
    , Berk Ustun
  9. Providing Fair Recourse over Plausible Groups
    AAAI 2024 ·
    Jayanth Yetukuri
    ,
    Ian Hardy
    ,
    Yevgeniy Vorobeychik
    , Berk Ustun,
    Yang Liu