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Rahul Singh

Filtering for Aggregate Hidden Markov Models with Continuous Observations

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

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* 8 pages, 6 figures

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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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* 66 pages, 6 figures

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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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* 12 Pages, 3 Figures, 10 Tables

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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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* 12 Pages, 3 Figures, 10 Tables

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A Partially Observable MDP Approach for Sequential Testing for Infectious Diseases such as COVID-19

Jul 25, 2020
Rahul Singh, Fang Liu, Ness B. Shroff

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Multi-marginal optimal transport and probabilistic graphical models

Jun 25, 2020
Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson, Yongxin Chen

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* 24 pages, 9 figures

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