93 citations · 524 across the 46 of their papers we have counts for
5 papers · 1 filter
Contact Tracing Enhances the Efficiency of COVID-19 Group Testing
Ritesh Goenka, Shu-Jie Cao, Chau-Wai Wong +2
Group testing can save testing resources in the context of the ongoing COVID-19 pandemic. In group testing, we are given samples, one per individual, and arrange them into $m <…
Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions
Yanting Ma, Min Kang, Jack W. Silverstein +1
A common sparse linear regression formulation is the l1 regularized least squares, which is also known as least absolute shrinkage and selection operator (LASSO). Approximate messa…
mmWave Channel Estimation via Approximate Message Passing with Side Information
Dror Baron, Cynthia Rush, Yavuz Yapici
This work considers millimeter-wave channel estimation in a setting where parameters of the underlying mmWave channels are varying dynamically over time and there is a single drift…
Noisy Pooled PCR for Virus Testing
Junan Zhu, Kristina Rivera, Dror Baron
Fast testing can help mitigate the coronavirus disease 2019 (COVID-19) pandemic. Despite their accuracy for single sample analysis, infectious diseases diagnostic tools, like RT-PC…
Rigorous State Evolution Analysis for Approximate Message Passing with Side Information
Hangjin Liu, Cynthia Rush, Dror Baron
A common goal in many research areas is to reconstruct an unknown signal x from noisy linear measurements. Approximate message passing (AMP) is a class of low-complexity algorithms…