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Finale Doshi-Velez

13 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

IUI ×3AAMAS ×2ICLR ×2AAAI ×1ACL ×1AISTATS ×1CHI ×1IJCAI ×1UAI ×1

Frequent coauthors

Siddharth Swaroop
×5
Zana Buçinca
×3
Krzysztof Z. Gajos
×3
Susan A. Murphy
×2
Sonali Parbhoo
×2
Weiwei Pan
×2
Ze Yu Zhang
×1
Arun Verma
×1
Bryan Kian Hsiang Low
×1
Anna L. Trella
×1
Kelly W. Zhang
×1
Hinal Jajal
×1

Papers

  1. Prompting the Unknown: Understanding Response Uncertainty in Large Language Models
    ACL 2026 ·
    Ze Yu Zhang
    ,
    Arun Verma
    , Finale Doshi-Velez,
    Bryan Kian Hsiang Low
  2. A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial
    AAAI 2025 ·
    Anna L. Trella
    ,
    Kelly W. Zhang
    ,
    Hinal Jajal
    ,
    Inbal Nahum-Shani
    ,
    Vivek Shetty
    , Finale Doshi-Velez,
    Susan A. Murphy
  3. Connecting Federated ADMM to Bayes
    ICLR 2025 ·
    Siddharth Swaroop
    ,
    Mohammad Emtiyaz Khan
    , Finale Doshi-Velez
  4. Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills
    CHI 2025 ·
    Zana Buçinca
    ,
    Siddharth Swaroop
    ,
    Amanda E. Paluch
    , Finale Doshi-Velez,
    Krzysztof Z. Gajos
  5. Decision-Point Guided Safe Policy Improvement
    AISTATS 2025 ·
    Abhishek Sharma
    ,
    Leo Benac
    ,
    Sonali Parbhoo
    , Finale Doshi-Velez
  6. On the Effective Horizon of Inverse Reinforcement Learning
    AAMAS 2025 ·
    Yiqing Xu
    , Finale Doshi-Velez,
    David Hsu
  7. Personalising AI Assistance Based on Overreliance Rate in AI-Assisted Decision Making
    IUI 2025 ·
    Siddharth Swaroop
    ,
    Zana Buçinca
    ,
    Krzysztof Z. Gajos
    , Finale Doshi-Velez
  8. Transparent Trade-offs between Properties of Explanations
    UAI 2025 ·
    Hiwot Belay Tadesse
    ,
    Alihan Hüyük
    ,
    Yaniv Yacoby
    ,
    Weiwei Pan
    , Finale Doshi-Velez
  9. User Studies in Human-Feature-Integration
    IUI 2025 ·
    Yixin Li
    ,
    Lucas Lefebvre
    ,
    Sonali Parbhoo
    , Finale Doshi-Velez,
    Isaac Lage
  10. Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure
    IUI 2024 ·
    Siddharth Swaroop
    ,
    Zana Buçinca
    ,
    Krzysztof Z. Gajos
    , Finale Doshi-Velez
  11. Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks
    AAMAS 2024 ·
    Eura Nofshin
    ,
    Siddharth Swaroop
    ,
    Weiwei Pan
    ,
    Susan A. Murphy
    , Finale Doshi-Velez
  12. Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping
    ICLR 2024 ·
    Lauren H. Cooke
    ,
    Harvey Klyne
    ,
    Edwin Zhang
    ,
    Cassidy Laidlaw
    ,
    Milind Tambe
    , Finale Doshi-Velez
  13. XAI-Lyricist: Improving the Singability of AI-Generated Lyrics with Prosody Explanations
    IJCAI 2024 ·
    Qihao Liang
    ,
    Xichu Ma
    , Finale Doshi-Velez,
    Brian Lim
    ,
    Ye Wang