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20132018
most citedLinearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning

53 citations · 96 across the 5 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

math.OC2015★ 14 cited

Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting

Canyi Lu, Huan Li, Zhouchen Lin +1

The Augmented Lagragian Method (ALM) and Alternating Direction Method of Multiplier (ADMM) have been powerful optimization methods for general convex programming subject to linear…

cs.IT2015★ 16 cited

Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization

Canyi Lu, Huan Li, Zhouchen Lin

Compressed Sensing (CS) is a novel technique for simultaneous signal sampling and compression based on the existence of a sparse representation of signal and a projected dictionary…