Mandal, Debmalya

1. Performative Reinforcement Learning
   2022/06/30 by Debmalya Mandal, Mandal, Debmalya, Stelios Triantafyllou +3 · 4 citations
   Computer Science · Neuroscience · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Neural dynamics and brain function #Reinforcement Learning in Robotics
2. Peer Prediction with Heterogeneous Tasks
   2016/12/03 by Mandal, Debmalya, Leifer, Matthew, Parkes, David C. +2 · 2 citations
   #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences
3. Calibrated Fairness in Bandits
   2017/07/06 by Liu, Yang, Radanovic, Goran, Dimitrakakis, Christos +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Weighted Tensor Completion for Time-Series Causal Inference
   2019/02/12 by Mandal, Debmalya, Parkes, David · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Performative Reinforcement Learning in Gradually Shifting Environments
   2024/02/15 by Ben Rank, Stelios Triantafyllou, Rank, Ben +5 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics
6. Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences
   2024/03/04 by Andi Nika, Debmalya Mandal, Nika, Andi +9 · 2 citations
   Economics, Econometrics and Finance · #Economic Policies and Impacts
7. Corruption Robust Offline Reinforcement Learning with Human Feedback
   2024/02/09 by Debmalya Mandal, Andi Nika, Mandal, Debmalya +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Ensuring Fairness Beyond the Training Data
   2020/07/12 by Mandal, Debmalya, Deng, Samuel, Jana, Suman +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
9. Feature-based Individual Fairness in k-Clustering
   2021/09/09 by Kar, Debajyoti, Kosan, Mert, Mandal, Debmalya +4 · 1 citation
   #Computers and Society (cs.CY) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Socially Fair Reinforcement Learning
    2022/08/26 by Mandal, Debmalya, Gan, Jiarui · 1 citation
    #Computer Science and Game Theory (cs.GT) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
11. Performative Reinforcement Learning with Linear Markov Decision Process
    2024/11/07 by Debmalya Mandal, Mandal, Debmalya, Goran Radanović +1 · 2 citations
    Business, Management and Accounting · Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Supply Chain and Inventory Management
12. Implicit Poisoning Attacks in Two-Agent Reinforcement Learning: Adversarial Policies for Training-Time Attacks
    2023/02/27 by Mohammadi, Mohammad, Nöther, Jonathan, Mandal, Debmalya +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
13. Online Reinforcement Learning with Uncertain Episode Lengths
    2023/02/07 by Mandal, Debmalya, Radanovic, Goran, Gan, Jiarui +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Distributionally Robust Reinforcement Learning with Human Feedback
    2025/03/01 by Debmalya Mandal, Mandal, Debmalya, Paulius Sasnauskas +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
15. Independent Learning in Performative Markov Potential Games
    2025/04/29 by Rilind Sahitaj, Sahitaj, Rilind, Paulius Sasnauskas +7 · 2 citations
    Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
16. On Corruption-Robustness in Performative Reinforcement Learning
    2025/05/08 by Pollatos, Vasilis, Mandal, Debmalya, Radanovic, Goran · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)