Weighted Low-Rank Matrix Approximation

A. Dutta, X. Li, "On a problem of weighted low-rank approximation of matrices", SIAM Journal on Matrix Analysis and Applications, 2017.

A. Dutta, X. Li, "A Fast Algorithm for a Weighted Low-Rank Approximation", International Conference on Machine Vision Applications, May 2017.

A. Dutta, X Li, “Weighted Low Rank Approximation for Background Estimation Problems”, International Workshop on RSL-CV in conjunction with ICCV 2017, October 2017.

A. Dutta, X Li, P. Richtarik, "A Batch-Incremental Video Background Estimation Model using Weighted Low-Rank Approximation of Matrices", International Workshop on RSL-CV in conjunction with ICCV 2017, October 2017.

A. Dutta, X. Li, P. Richtarik, “Weighted Low-Rank Approximation of Matrices and Background Modeling”, Preprint, 2018.

A. Dutta, P. Richtarik, "Online and Batch Supervised Background Estimation via L1 Regression", IEEE Winter Conference on Applications of Computer Vision, WACV 2019, 2019.