Riccardo Rossetti
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View article: Linear Operator Approximate Message Passing (OpAMP)
Linear Operator Approximate Message Passing (OpAMP) Open
This paper introduces a framework for approximate message passing (AMP) in dynamic settings where the data at each iteration is passed through a linear operator. This framework is motivated in part by applications in large-scale, distribut…
View article: Approximate Message Passing for the Matrix Tensor Product Model
Approximate Message Passing for the Matrix Tensor Product Model Open
We propose and analyze an approximate message passing (AMP) algorithm for the matrix tensor product model, which is a generalization of the standard spiked matrix models that allows for multiple types of pairwise observations over a collec…