Jinchun Zhan

Publication Activity (10 Years)

Years Active: 2013-2016
Publications (10 Years): 4

Top Topics

Compressive Sampling

Signal Reconstruction

Dimensionality Reduction

Principal Components Analysis

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Inf. Theory

Publications

Namrata Vaswani, Jinchun Zhan
Recursive Recovery of Sparse Signal Sequences From Compressive Measurements: A Review. IEEE Trans. Signal Process. 64 (13) (2016)
Jinchun Zhan, Brian Lois, Han Guo, Namrata Vaswani
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. AISTATS (2016)
Namrata Vaswani, Jinchun Zhan
Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review. CoRR (2016)
Jinchun Zhan, Brian Lois, Namrata Vaswani
Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees. CoRR (2016)
Jinchun Zhan, Namrata Vaswani
Time Invariant Error Bounds for Modified-CS-Based Sparse Signal Sequence Recovery. IEEE Trans. Inf. Theory 61 (3) (2015)
Jinchun Zhan, Namrata Vaswani
Robust PCA With Partial Subspace Knowledge. IEEE Trans. Signal Process. 63 (13) (2015)
Jinchun Zhan, Namrata Vaswani, Chenlu Qiu
Performance Guarantees for ReProCS - Correlated Low-Rank Matrix Entries Case. CoRR (2014)
Jinchun Zhan, Namrata Vaswani
Robust PCA with Partial Subspace Knowledge. CoRR (2014)
Jinchun Zhan, Namrata Vaswani, Chenlu Qiu
Performance guarantees for ReProCS - Correlated low-rank matrix entries case. ISIT (2014)
Jinchun Zhan, Namrata Vaswani
Robust PCA with partial subspace knowledge. ISIT (2014)
Jinchun Zhan, Namrata Vaswani
Time invariant error bounds for modified-CS based sparse signal sequence recovery. ISIT (2013)
Jinchun Zhan, Namrata Vaswani
Time Invariant Error Bounds for Modified-CS based Sparse Signal Sequence Recovery CoRR (2013)
Jinchun Zhan, Namrata Vaswani, Ian C. Atkinson
Separating sparse and low-dimensional signal sequences from time-varying undersampled projections of their sums. ICASSP (2013)