PPaperPicks

Maryam Fazel

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

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Venues

AISTATS ×4NeurIPS ×4AAAI ×1COLT ×1ICLR ×1ICML ×1UAI ×1

Frequent coauthors

Simon S. Du
×5
Zhihan Xiong
×3
Avinandan Bose
×3
Lillian J. Ratliff
×3
Kevin Jamieson
×2
Qiwen Cui
×2
Sarah Dean
×2
Mihaela Curmei
×2
Jamie H. Morgenstern
×2
Leo Maynard-Zhang
×1
Aarti Singh
×1
Daniel Hsu
×1

Papers

  1. On The Complexity of Best-Arm Identification in Non-Stationary Linear Bandits
    COLT 2026 ·
    Leo Maynard-Zhang
    ,
    Zhihan Xiong
    ,
    Kevin Jamieson
    , Maryam Fazel
  2. Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025
    ICML 2025 ·
    Aarti Singh
    , Maryam Fazel,
    Daniel Hsu
    ,
    Simon Lacoste-Julien
    ,
    Felix Berkenkamp
    ,
    Tegan Maharaj
    ,
    Kiri Wagstaff
    ,
    Jerry Zhu
  3. Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning
    AISTATS 2025 ·
    Avinandan Bose
    ,
    Laurent Lessard
    , Maryam Fazel,
    Krishnamurthy Dj Dvijotham
  4. Offline Multi-task Transfer RL with Representational Penalization
    AISTATS 2025 ·
    Avinandan Bose
    ,
    Simon Shaolei Du
    , Maryam Fazel
  5. Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs
    NeurIPS 2025 ·
    Shulun Chen
    ,
    Runlong Zhou
    ,
    Zihan Zhang
    , Maryam Fazel,
    Simon S. Du
  6. A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
    ICLR 2024 ·
    Haozhe Jiang
    ,
    Qiwen Cui
    ,
    Zhihan Xiong
    , Maryam Fazel,
    Simon Shaolei Du
  7. A/B Testing and Best-arm Identification for Linear Bandits with Robustness to Non-stationarity
    AISTATS 2024 ·
    Zhihan Xiong
    ,
    Romain Camilleri
    , Maryam Fazel,
    Lalit Jain
    ,
    Kevin Jamieson
  8. Efficient Interactive Maximization of BP and Weakly Submodular Objectives
    UAI 2024 ·
    Adhyyan Narang
    ,
    Omid Sadeghi
    ,
    Lillian J. Ratliff
    , Maryam Fazel,
    Jeff A. Bilmes
  9. Emergent specialization from participation dynamics and multi-learner retraining
    AISTATS 2024 ·
    Sarah Dean
    ,
    Mihaela Curmei
    ,
    Lillian J. Ratliff
    ,
    Jamie Morgenstern
    , Maryam Fazel
  10. Fair Participation via Sequential Policies
    AAAI 2024 ·
    Reilly Raab
    ,
    Ross Boczar
    , Maryam Fazel,
    Yang Liu
  11. 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
  12. Learning Optimal Tax Design in Nonatomic Congestion Games
    NeurIPS 2024 ·
    Qiwen Cui
    , Maryam Fazel,
    Simon S. Du
  13. Toward Global Convergence of Gradient EM for Over-Paramterized Gaussian Mixture Models
    NeurIPS 2024 ·
    Weihang Xu
    , Maryam Fazel,
    Simon S. Du