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most citedFactorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods

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Subgradient Method for System Identification with Non-Smooth Objectives

Baturalp Yalcin, Jihun Kim, Javad Lavaei

This paper investigates a subgradient-based algorithm to solve the system identification problem for linear time-invariant systems with non-smooth objectives. This is essential for…