55 citations · 206 across the 25 of their papers we have counts for
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cs.LG2015★ 39 cited
Decentralized Joint-Sparse Signal Recovery: A Sparse Bayesian Learning Approach
Saurabh Khanna, Chandra R. Murthy
This work proposes a decentralized, iterative, Bayesian algorithm called CB-DSBL for in-network estimation of multiple jointly sparse vectors by a network of nodes, using noisy and…
cs.IT2015
Computationally Tractable Algorithms for Finding a Subset of Non-defective Items from a Large Population
Abhay Sharma, Chandra R. Murthy
In the classical non-adaptive group testing setup, pools of items are tested together, and the main goal of a recovery algorithm is to identify the "complete defective set" given t…