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math.OC2015★ 137 cited
Low-rank Solutions of Linear Matrix Equations via Procrustes Flow
Stephen Tu, Ross Boczar, Max Simchowitz +2
In this paper we study the problem of recovering a low-rank matrix from linear measurements. Our algorithm, which we call Procrustes Flow, starts from an initial estimate obtained…
eess.SY2015
Exponential Convergence Bounds using Integral Quadratic Constraints
Ross Boczar, Laurent Lessard, Benjamin Recht
The theory of integral quadratic constraints (IQCs) allows verification of stability and gain-bound properties of systems containing nonlinear or uncertain elements. Gain bounds of…