Brian Lois

Publication Activity (10 Years)

Years Active: 2013-2016
Publications (10 Years): 5

Top Topics

Matrix Completion

Principal Components Analysis

Confidence Weighted

Top Venues

IEEE Trans. Inf. Theory

Publications

Jinchun Zhan, Brian Lois, Han Guo, Namrata Vaswani
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. AISTATS (2016)
Jinchun Zhan, Brian Lois, Namrata Vaswani
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. CoRR (2016)
Brian Lois, Namrata Vaswani
A correctness result for online robust PCA. ICASSP (2015)
Brian Lois, Namrata Vaswani
Online matrix completion and online robust PCA. ISIT (2015)
Brian Lois, Namrata Vaswani
Online Matrix Completion and Online Robust PCA. CoRR (2015)
Chenlu Qiu, Namrata Vaswani, Brian Lois, Leslie Hogben
Recursive Robust PCA or Recursive Sparse Recovery in Large but Structured Noise. IEEE Trans. Inf. Theory 60 (8) (2014)
Brian Lois, Namrata Vaswani
A Correctness Result for Online Robust PCA. CoRR (2014)
Brian Lois, Namrata Vaswani, Chenlu Qiu
Performance guarantees for undersampled recursive sparse recovery in large but structured noise. GlobalSIP (2013)