Performance guarantees for undersampled recursive sparse recovery in large but structured noise. - Brian Lois; Namrata Vaswani; Chenlu Qiu (GlobalSIP, 2013)

Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise. - Chenlu Qiu; Namrata Vaswani; Brian Lois; Leslie Hogben (IEEE Trans. Inf. Theory, 2014)

A correctness result for online robust PCA. - Brian Lois; Namrata Vaswani (ICASSP, 2015)

Online matrix completion and online robust PCA. - Brian Lois; Namrata Vaswani (ISIT, 2015)

Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. - Jinchun Zhan; Brian Lois; Han Guo; Namrata Vaswani (AISTATS, 2016)

Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. - Jinchun Zhan; Brian Lois; Namrata Vaswani (CoRR, 2016)