Kopa: Automated kronecker product approximation

C Cai, R Chen, H Xiao - Journal of machine learning research, 2022 - jmlr.org
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …

[PDF][PDF] KoPA: Automated Kronecker Product Approximation

C Cai, R Chen, X Han - Journal of machine learning research, 2022 - par.nsf.gov
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …

KoPA: Automated Kronecker Product Approximation

C Cai, R Chen, H Xiao - arXiv e-prints, 2019 - ui.adsabs.harvard.edu
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …

KoPA: Automated Kronecker Product Approximation

C Cai, R Chen, H Xiao - Journal of Machine Learning …, 2022 - researchwithrutgers.com
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …

KoPA: Automated Kronecker Product Approximation

C Cai, R Chen, H Xiao - arXiv preprint arXiv:1912.02392, 2019 - arxiv.org
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …

[PDF][PDF] KoPA: Automated Kronecker Product Approximation

C Cai, R Chen, H Xiao - Journal of Machine Learning …, 2022 - statweb.rutgers.edu
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …

KoPA: Automated Kronecker Product Approximation

C Cai, R Chen, H Xiao - Journal of machine learning research, 2022 - par.nsf.gov
We consider the problem of matrix approximation and denoising induced by the Kronecker
product decomposition. Specifically, we propose to approximate a given matrix by the sum of …