12 - Session 12 [ID:33253]
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Gesperrt clipDauer
01:57:16 Min
Aufnahmedatum
2021-05-21
Hochgeladen am
2021-05-21 16:48:39
Sprache
en-US
This is the record of Session 12 given on Friday, May 21, 2021. In this session, we continue with our discussions of Noisy Sparse Recovery. We formulate the Regularized LS method with l0-norm as the optimal LS-based sparse recovery. We then go for l1-norm regularization. The second half of the session discusses the solution to Assignmemnt 2.
Tags
Sparse Recovery
Compressive Sensing
Compressed Sensing
Sparse Rocovery
Basis Pursuit
LASSO
Orthogonal Matching Pursuit
Compressive Sampling Matching Pursuit
Subspace Pursuit
Iterative Thresholding Algorithms
Least-Squares Method