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Rahul Singh

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Reward Biased Maximum Likelihood Estimation for Reinforcement Learning

Nov 22, 2020
Akshay Mete, Rahul Singh, P. R. Kumar

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Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification

Nov 08, 2020
Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang

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Filtering for Aggregate Hidden Markov Models with Continuous Observations

Nov 06, 2020
Qinsheng Zhang, Rahul Singh, Yongxin Chen

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Multi-Armed Bandits with Dependent Arms

Oct 23, 2020
Rahul Singh, Fang Liu, Yin Sun, Ness Shroff

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Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning

Oct 13, 2020
Rahul Singh, Liyuan Xu, Arthur Gretton

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Model Robustness with Text Classification: Semantic-preserving adversarial attacks

Aug 14, 2020
Rahul Singh, Tarun Joshi, Vijayan N. Nair, Agus Sudjianto

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Semantics-preserving adversarial attacks in NLP

Aug 12, 2020
Rahul Singh, Tarun Joshi, Vijayan N. Nair, Agus Sudjianto

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