93 citations · 524 across the 46 of their papers we have counts for
Showing 2016 · cs.ITShow all
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cs.IT2016★ 4 cited
Performance Trade-Offs in Multi-Processor Approximate Message Passing
Junan Zhu, Ahmad Beirami, Dror Baron
We consider large-scale linear inverse problems in Bayesian settings. Our general approach follows a recent line of work that applies the approximate message passing (AMP) framewor…
cs.IT2016★ 22 cited
Performance Limits for Noisy Multi-Measurement Vector Problems
Junan Zhu, Dror Baron, Florent Krzakala
Compressed sensing (CS) demonstrates that sparse signals can be estimated from under-determined linear systems. Distributed CS (DCS) further reduces the number of measurements by c…
cs.IT2016★ 3 cited
Optimal Trade-offs in Multi-Processor Approximate Message Passing
Junan Zhu, Dror Baron, Ahmad Beirami
We consider large-scale linear inverse problems in Bayesian settings. We follow a recent line of work that applies the approximate message passing (AMP) framework to multi-processo…