IEEE - Institute of Electrical and Electronics Engineers, Inc. - Partial Hard Thresholding

Author(s): Prateek Jain ; Ambuj Tewari ; Inderjit S. Dhillon
Sponsor(s): IEEE Information Theory Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2017
Volume: 63
Page(s): 3,029 - 3,038
ISSN (Electronic): 1557-9654
ISSN (Paper): 0018-9448
DOI: 10.1109/TIT.2017.2686880
Regular:

We study iterative algorithms for compressed sensing that have an "orthogonalization" step at each iteration to keep the residual orthogonal to the span of those columns of the measurement matrix... View More

Advertisement