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Sarah Dean

11 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AISTATS ×2ICML ×2NeurIPS ×2AAAI ×1ICRA ×1SIGKDD ×1WSDM ×1WWW ×1

Frequent coauthors

Jerry Chee
×2
Mihaela Curmei
×2
Lillian J. Ratliff
×2
Jamie H. Morgenstern
×2
Maryam Fazel
×2
Evan Dong
×1
Nikhil Garg
×1
Amelia Kovacs
×1
Haruka Kiyohara
×1
Fan Yao
×1
Yijia Dai
×1
Zhaolin Gao
×1

Papers

  1. Capacity Constraints Make Admissions Processes Less Predictable
    AAAI 2026 ·
    Evan Dong
    ,
    Nikhil Garg
    , Sarah Dean
  2. Datasets for Navigating Sensitive Topics in Recommendation Systems
    WWW 2025 ·
    Amelia Kovacs
    ,
    Jerry Chee
    , Sarah Dean
  3. Policy Design for Two-sided Platforms with Participation Dynamics
    ICML 2025 ·
    Haruka Kiyohara
    ,
    Fan Yao
    , Sarah Dean
  4. Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
    NeurIPS 2025 ·
    Yijia Dai
    ,
    Zhaolin Gao
    ,
    Yahya Sattar
    , Sarah Dean,
    Jennifer J. Sun
  5. To Ask or not to Ask: Human-in-the-loop Contextual Bandits with Applications in Robot-Assisted Feeding
    ICRA 2025 ·
    Rohan Banerjee
    ,
    Rajat Kumar Jenamani
    ,
    Sidharth Vasudev
    ,
    Amal Nanavati
    ,
    Katherine Dimitropoulou
    , Sarah Dean,
    Tapomayukh Bhattacharjee
  6. Emergent specialization from participation dynamics and multi-learner retraining
    AISTATS 2024 · Sarah Dean,
    Mihaela Curmei
    ,
    Lillian J. Ratliff
    ,
    Jamie Morgenstern
    ,
    Maryam Fazel
  7. Harm Mitigation in Recommender Systems under User Preference Dynamics
    SIGKDD 2024 ·
    Jerry Chee
    ,
    Shankar Kalyanaraman
    ,
    Sindhu Kiranmai Ernala
    ,
    Udi Weinsberg
    , Sarah Dean,
    Stratis Ioannidis
  8. Initializing Services in Interactive ML Systems for Diverse Users
    NeurIPS 2024 ·
    Avinandan Bose
    ,
    Mihaela Curmei
    ,
    Daniel L. Jiang
    ,
    Jamie H. Morgenstern
    , Sarah Dean,
    Lillian J. Ratliff
    ,
    Maryam Fazel
  9. Learning from Streaming Data when Users Choose
    ICML 2024 ·
    Jinyan Su
    , Sarah Dean
  10. Ranking with Long-Term Constraints
    WSDM 2024 ·
    Kianté Brantley
    ,
    Zhichong Fang
    , Sarah Dean,
    Thorsten Joachims
  11. Strategic Usage in a Multi-Learner Setting
    AISTATS 2024 ·
    Eliot Shekhtman
    , Sarah Dean