93 citations · 524 across the 46 of their papers we have counts for
4 papers · 1 filter
Generalized Geometric Programming for Rate Allocation in Consensus
Ryan Pilgrim, Junan Zhu, Dror Baron +1
Distributed averaging, or distributed average consensus, is a common method for computing the sample mean of the data dispersed among the nodes of a network in a decentralized mann…
Analysis of Approximate Message Passing with a Class of Non-Separable Denoisers
Yanting Ma, Cynthia Rush, Dror Baron
Approximate message passing (AMP) is a class of efficient algorithms for solving high-dimensional linear regression tasks where one wishes to recover an unknown signal β_0 from noi…
An Overview of Multi-Processor Approximate Message Passing
Junan Zhu, Ryan Pilgrim, Dror Baron
Approximate message passing (AMP) is an algorithmic framework for solving linear inverse problems from noisy measurements, with exciting applications such as reconstructing images,…
Multiprocessor Approximate Message Passing with Column-Wise Partitioning
Yanting Ma, Yue M. Lu, Dror Baron
Solving a large-scale regularized linear inverse problem using multiple processors is important in various real-world applications due to the limitations of individual processors a…