Optimal gradient tracking for decentralized optimization

Distributed Subgradient Methods for Multi-Agent Optimization

Angelia Nedić, Asuman Ozdaglar · IEEE Transactions on Automatic Control · 2009 · 3.7K citations

Computing, Computer Science, Algorithms +16

Distributed asynchronous deterministic and stochastic gradient optimization algorithms

John N. Tsitsiklis, Dimitri P. Bertsekas, Michael Athans · IEEE Transactions on Automatic Control · 1986 · 2K citations

Computing, Computer Science, Algorithms +11

EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization

Wei Shi, Qing Ling, Gang Wu et al. · SIAM Journal on Optimization · 2015 · 1.3K citations

Computing, Computer Science, Algorithms +13

Achieving Geometric Convergence for Distributed Optimization Over Time-Varying Graphs

Angelia Nedić, Alex Olshevsky, Wei Shi · SIAM Journal on Optimization · 2017 · 1K citations

Computing, Computer Science, Algorithms +16

Multi-fidelity optimization via surrogate modelling

Alexander I. J. Forrester, András Sóbester, Andy J. Keane · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2007 · 992 citations

Computing, Computational Engineering, Mathematics +17