Concepedia
Foundations of Computational Mathematics · 2021 · 42 citations · 43 references
Natural SciencesMathematicsMathematical PhysicsNumerical AnalysisOperator TheorySpectral Convergence
43
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations
Computing, Computer Science, Machine Learning +13
Nearly unbiased variable selection under minimax concave penalty
Cun‐Hui Zhang · The Annals of Statistics · 2010 · 4K citations · Full text
Natural Sciences, Computer Science, Mathematics +17
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization
Benjamin Recht, Maryam Fazel, Pablo A. Parrilo · SIAM Review · 2010 · 3.6K citations · Full text
Computing, Computer Science, Mathematics +10
Proximal alternating linearized minimization for nonconvex and nonsmooth problems
Jérôme Bolte, Shoham Sabach, Marc Teboulle · Mathematical Programming · 2013 · 1.7K citations
Natural Sciences, Mathematics, Optimization +9
On Projection Algorithms for Solving Convex Feasibility Problems
Heinz H. Bauschke, Jonathan M. Borwein · SIAM Review · 1996 · 1.7K citations
Computing, Mathematics, Algorithms +11