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04/16/2021
Generalized Matrix Decomposition Regression: Estimation and Inference for Two-way Structured Data
This paper studies high-dimensional regression with two-way structured d...
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01/30/2020
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis
Classical scalar-response regression methods treat covariates as a vecto...
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11/26/2018
Incorporating Deep Features in the Analysis of Tissue Microarray Images
Tissue microarray (TMA) images have been used increasingly often in canc...
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06/29/2018
(k,p)-Planarity: A Relaxation of Hybrid Planarity
We present a new model for hybrid planarity that relaxes existing hybrid...
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06/29/2018
