Collaborative Research: CIF: Small: New Frontiers of Approximate Message Passing: Distributed Processing, Stochastic Updates, and Non-Asymptotic Bounds
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Technological advances have made it possible to collect massive datasets in many scientific applications. A major challenge is to create algorithms that can analyze these datasets efficiently while also providing guarantees on the quality of the analysis. This project focuses on iterative algorithms that start with an initial guess and then…
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