Stephen Boyd

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

Enhancing Sparsity by Reweighted ℓ 1 Minimization

Emmanuel J. Candès, Michael B. Wakin, Stephen Boyd · Journal of Fourier Analysis and Applications · 2008 · 4.9K citations

Natural Sciences, Mathematics, Optimization +6

Semidefinite Programming

Lieven Vandenberghe, Stephen Boyd · SIAM Review · 1996 · 4.1K citations

Natural Sciences, Computer Science, Algorithms +11

Fast linear iterations for distributed averaging

Lin Xiao, Stephen Boyd · Systems & Control Letters · 2004 · 2.8K citations

Computing, Computer Science, Algorithms +14

Randomized gossip algorithms

Stephen Boyd, Aritra Ghosh, Balaji Prabhakar et al. · IEEE Transactions on Information Theory · 2006 · 2.5K citations

Computing, Computer Science, Computer Systems +17