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20102023
most citedConvergence and Rate Analysis of Neural Networks for Sparse Approximation

84 citations · 342 across the 31 of their papers we have counts for

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math.DS2013★ 44 cited

Convergence Speed of a Dynamical System for Sparse Recovery

Aurèle Balavoine, Christopher J. Rozell, Justin Romberg

This paper studies the convergence rate of a continuous-time dynamical system for L1-minimization, known as the Locally Competitive Algorithm (LCA). Solving L1-minimization} proble…