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Ran Xin
Carnegie Mellon University - Pittsburgh / United States
Engineering & Technology / Electrical & Electronic Engineering
AD Scientific Index ID: 884017
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Ran Xin's MOST POPULAR ARTICLES
1-)
A linear algorithm for optimization over directed graphs with geometric convergenceR Xin, UA KhanIEEE Control Systems Letters 2 (3), 315-320, 20181862018
2-)
ADD-OPT: Accelerated distributed directed optimizationC Xi, R Xin, UA KhanIEEE Transactions on Automatic Control 63 (5), 1329-1339, 20171522017
3-)
Linear convergence in optimization over directed graphs with row-stochastic matricesC Xi, VS Mai, R Xin, EH Abed, UA KhanIEEE Transactions on Automatic Control 63 (10), 3558-3565, 20181192018
4-)
Distributed heavy-ball: A generalization and acceleration of first-order methods with gradient trackingR Xin, UA KhanIEEE Transactions on Automatic Control 65 (6), 2627 - 2633, 20191532019
5-)
Decentralized stochastic optimization and machine learning: A unified variance-reduction framework for robust performance and fast convergenceR Xin, S Kar, UA KhanIEEE Signal Processing Magazine 37 (3), 102-113, 2020128*2020
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