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Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection


Nov 09, 2021
Rahul Singh

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* 75 pages 

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Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects


Nov 06, 2021
Rahul Singh, Liyuan Xu, Arthur Gretton

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* 66 pages. Material in this draft previously appeared in a working paper presented at the 2020 NeurIPS Workshop on ML for Economic Policy (arXiv:2010.04855v1). We have divided the original working paper (arXiv:2010.04855v1) into two projects: one paper focusing on static settings (arXiv:2010.04855) and this paper focusing on dynamic settings 

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Pruning Attention Heads of Transformer Models Using A* Search: A Novel Approach to Compress Big NLP Architectures


Nov 04, 2021
Archit Parnami, Rahul Singh, Tarun Joshi

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* 23 Pages, 18 figures, 3 tables 

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Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits


Sep 20, 2021
Guojun Xiong, Jian Li, Rahul Singh

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Inference of collective Gaussian hidden Markov models


Jul 24, 2021
Rahul Singh, Yongxin Chen

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Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy


Jul 06, 2021
Anish Agarwal, Rahul Singh

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* 99 pages 

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A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees


May 31, 2021
Victor Chernozhukov, Whitney K. Newey, Rahul Singh

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* 25 pages. arXiv admin note: text overlap with arXiv:2102.11076 

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Self-interpretable Convolutional Neural Networks for Text Classification


May 18, 2021
Wei Zhao, Rahul Singh, Tarun Joshi, Agus Sudjianto, Vijayan N. Nair

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Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace


Apr 20, 2021
Rahul Singh, Karan Jindal, Yufei Yu, Hanyu Yang, Tarun Joshi, Matthew A. Campbell, Wayne B. Shoumaker

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* 18 pages, 2 figures, 18 tables 

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