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Publications

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Working Papers

Accepted Papers

  • Corruption-Robust Offline Two-Player Zero-Sum Markov Games
    Andi Nika, Debmalya Mandal, Adish Singla, and Goran Radanovic
    In the 27th International Conference on Artificial Intelligence and Statistics (AIStats-2024)
    [ArXiv]
  • Sequential Principal-Agent Problems with Communication: Efficient Computation and Learning
    Jiarui Gan, Rupak Majumdar, Debmalya Mandal, and Goran Radanovic
    In the 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2024)
    Extended Abstract
    [ArXiv]
  • Implicit Poisoning Attacks in Two-Agent Reinforcement Learning: Adversarial Policies for Training-Time Attacks
    Mohammad Mohammadi, Jonathan Nöther, Debmalya Mandal, Adish Singla, and Goran Radanovic
    In the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS-2023)
    [Link]
  • Learning Tensor Representations for Meta-Learning
    Samuel Deng, Yilin Guo, Daniel Hsu, and Debmalya Mandal
    In the 25th International Conference on Artificial Intelligence and Statistics (AISTATS-2022)
    [Paper]
  • Meta-Learning with Graph Neural Networks: Methods and Applications
    Debmalya Mandal, Sourav Medya, Brian Uzzi, and Charu Aggarwal
    In the ACM SIGKDD Explorations Newsletter (SIGKDD Explorations-2021)
    [Paper]