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Debmalya Mandal

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

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Venues

AISTATS ×5NeurIPS ×5ICML ×2AAAI ×1UAI ×1WWW ×1

Frequent coauthors

Goran Radanovic
×10
Andi Nika
×4
Adish Singla
×4
Parameswaran Kamalaruban
×3
Jiarui Gan
×2
Hadi Hosseini
×2
Amrit Puhan
×2
Stelios Triantafyllou
×2
Nam Phuong Tran
×2
The-Anh Ta
×2
Long Tran-Thanh
×2
Rilind Sahitaj
×1

Papers

  1. Corruption Robust Offline Reinforcement Learning with Human Feedback
    AISTATS 2025 · Debmalya Mandal,
    Andi Nika
    ,
    Parameswaran Kamalaruban
    ,
    Adish Singla
    ,
    Goran Radanovic
  2. Independent Learning in Performative Markov Potential Games
    AISTATS 2025 ·
    Rilind Sahitaj
    ,
    Paulius Sasnauskas
    ,
    Yigit Yalin
    , Debmalya Mandal,
    Goran Radanovic
  3. On Corruption-Robustness in Performative Reinforcement Learning
    AAAI 2025 ·
    Vasilis Pollatos
    , Debmalya Mandal,
    Goran Radanovic
  4. Performative Reinforcement Learning with Linear Markov Decision Process
    AISTATS 2025 · Debmalya Mandal,
    Goran Radanovic
  5. Policy Teaching via Data Poisoning in Learning from Human Preferences
    AISTATS 2025 ·
    Andi Nika
    ,
    Jonathan Nöther
    , Debmalya Mandal,
    Parameswaran Kamalaruban
    ,
    Adish Singla
    ,
    Goran Radanovic
  6. Stochastic Principal-Agent Problems: Computing and Learning Optimal History-Dependent Policies
    NeurIPS 2025 ·
    Jiarui Gan
    ,
    Rupak Majumdar
    , Debmalya Mandal,
    Goran Radanovic
  7. Strategyproof Reinforcement Learning from Human Feedback
    NeurIPS 2025 ·
    Thomas Kleine Buening
    ,
    Jiarui Gan
    , Debmalya Mandal,
    Marta Kwiatkowska
  8. Surprisingly Popular Voting with Concentric Rank-Order Models
    WWW 2025 ·
    Hadi Hosseini
    , Debmalya Mandal,
    Amrit Puhan
  9. Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs
    ICML 2024 ·
    Stelios Triantafyllou
    ,
    Aleksa Sukovic
    , Debmalya Mandal,
    Goran Radanovic
  10. Corruption-Robust Offline Two-Player Zero-Sum Markov Games
    AISTATS 2024 ·
    Andi Nika
    , Debmalya Mandal,
    Adish Singla
    ,
    Goran Radanovic
  11. Learning the Expected Core of Strictly Convex Stochastic Cooperative Games
    NeurIPS 2024 ·
    Nam Phuong Tran
    ,
    The-Anh Ta
    ,
    Shuqing Shi
    , Debmalya Mandal,
    Yali Du
    ,
    Long Tran-Thanh
  12. Performative Reinforcement Learning in Gradually Shifting Environments
    UAI 2024 ·
    Ben Rank
    ,
    Stelios Triantafyllou
    , Debmalya Mandal,
    Goran Radanovic
  13. Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
    ICML 2024 ·
    Andi Nika
    , Debmalya Mandal,
    Parameswaran Kamalaruban
    ,
    Georgios Tzannetos
    ,
    Goran Radanovic
    ,
    Adish Singla
  14. Symmetric Linear Bandits with Hidden Symmetry
    NeurIPS 2024 ·
    Nam Phuong Tran
    ,
    The-Anh Ta
    , Debmalya Mandal,
    Long Tran-Thanh
  15. The Surprising Effectiveness of SP Voting with Partial Preferences
    NeurIPS 2024 ·
    Hadi Hosseini
    , Debmalya Mandal,
    Amrit Puhan