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Foundations and Trends



Machine Learning

Vol. 3, No. 1 (2010) 1–122

 2011 S. Boyd, N. Parikh, E. Chu, B. Peleato

and J. Eckstein

DOI: 10.1561/2200000016

Distributed Optimization and Statistical

Learning via the Alternating Direction

Method of Multipliers

Stephen Boyd

, Neal Parikh

, Eric Chu

Borja Peleato

and Jonathan Eckstein

Electrical Engineering Department, Stanford University, Stanford, CA

94305, USA, boyd@stanford.edu

Computer Science Department, Stanford University, Stanford, CA 94305,

USA, npparikh@cs.stanford.edu

Electrical Engineering Department, Stanford University, Stanford, CA

94305, USA, echu508@stanford.edu

Electrical Engineering Department, Stanford University, Stanford, CA

94305, USA, peleato@stanford.edu

Management Science and Information Systems Department and

RUTCOR, Rutgers University, Piscataway, NJ 08854, USA,

jeckstei@rci.rutgers.edu

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boyd 交替方向法讲义 ADMM