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Adaptive incomplete multi-view learning via tensor graph completion


Aug 07, 2022
Heng Zhang, Xiaohong Chen


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On Well-posedness and Minimax Optimal Rates of Nonparametric Q-function Estimation in Off-policy Evaluation


Jan 23, 2022
Xiaohong Chen, Zhengling Qi


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Efficient Estimation in NPIV Models: A Comparison of Various Neural Networks-Based Estimators


Oct 14, 2021
Jiafeng Chen, Xiaohong Chen, Elie Tamer


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Adaptive Estimation and Uniform Confidence Bands for Nonparametric IV


Jul 25, 2021
Xiaohong Chen, Timothy Christensen, Sid Kankanala

* The data-driven choice of sieve dimension in this paper is based on and supersedes Section 3 of the preprint arXiv:1508.03365v1 

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Adaptive Estimation of Quadratic Functionals in Nonparametric Instrumental Variable Models


Jan 28, 2021
Christoph Breunig, Xiaohong Chen


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Efficient Estimation of General Treatment Effects using Neural Networks with A Diverging Number of Confounders


Sep 16, 2020
Xiaohong Chen, Ying Liu, Shujie Ma, Zheng Zhang


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Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019


Aug 01, 2020
Qian Ye, Xiaohong Chen, Onur Kalan, Kaan Ozbay


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