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01/20/2022
Inference in High-dimensional Multivariate Response Regression with Hidden Variables
This paper studies the inference of the regression coefficient matrix un...
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08/09/2021
Test of Significance for High-dimensional Thresholds with Application to Individualized Minimal Clinically Important Difference
This work is motivated by learning the individualized minimal clinically...
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02/17/2020
Regularized Training and Tight Certification for Randomized Smoothed Classifier with Provable Robustness
Recently smoothing deep neural network based classifiers via isotropic G...
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05/26/2019