Abstract: This paper proposes and analyzes a gradient-type algorithm based on Burer-Monteiro factorization, called the Asymmetric Projected Gradient Descent (APGD), for reconstructing the point set ...

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The Garmin Fenix 8 smartwatch holds near-mythical status in the world of outdoor fitness trackers. After all, it's capable of doing pretty much everything short of buckling your ski boots. But ...

Abstract: Distributed weakly convex optimization is a significant class of problems in signal and information processing, with wide-ranging applications such as sparse dictionary learning, low-rank ...