Distributing the Kalman filter for large-scale systems UA Khan, JMF Moura IEEE Transactions on Signal Processing 56 (10), 4919-4935, 2008 | 554 | 2008 |
Distributed sensor localization in random environments using minimal number of anchor nodes UA Khan, S Kar, JMF Moura IEEE Transactions on Signal Processing 57 (5), 2000-2016, 2009 | 373 | 2009 |
Modeling of future cyber–physical energy systems for distributed sensing and control MD Ilic, L Xie, UA Khan, JMF Moura IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2010 | 346 | 2010 |
A linear algorithm for optimization over directed graphs with geometric convergence R Xin, UA Khan IEEE Control Systems Letters 2 (3), 315-320, 2018 | 255 | 2018 |
DEXTRA: A fast algorithm for optimization over directed graphs C Xi, UA Khan IEEE Transactions on Automatic Control 62 (10), 4980-4993, 2017 | 218* | 2017 |
ADD-OPT: Accelerated distributed directed optimization C Xi, R Xin, UA Khan IEEE Transactions on Automatic Control 63 (5), 1329-1339, 2017 | 207 | 2017 |
DILAND: An algorithm for distributed sensor localization with noisy distance measurements UA Khan, S Kar, JMF Moura IEEE Transactions on Signal Processing 58 (3), 1940-1947, 2009 | 193 | 2009 |
Linear convergence in optimization over directed graphs with row-stochastic matrices C Xi, VS Mai, R Xin, EH Abed, UA Khan IEEE Transactions on Automatic Control 63 (10), 3558-3565, 2018 | 181 | 2018 |
Distributed subgradient projection algorithm over directed graphs C Xi, UA Khan IEEE Transactions on Automatic Control 62 (8), 3986-3992, 2016 | 171 | 2016 |
Distributed heavy-ball: A generalization and acceleration of first-order methods with gradient tracking R Xin, UA Khan IEEE Transactions on Automatic Control 65 (6), 2627-2633, 2019 | 151 | 2019 |
Modeling future cyber-physical energy systems MD Ilic, L Xie, UA Khan, JMF Moura 2008 IEEE Power and Energy Society General Meeting-Conversion and Delivery …, 2008 | 147 | 2008 |
Decentralized stochastic optimization and machine learning: A unified variance-reduction framework for robust performance and fast convergence R Xin, S Kar, UA Khan IEEE Signal Processing Magazine 37 (3), 102-113, 2020 | 125* | 2020 |
Decentralized optimization over time-varying directed graphs with row and column-stochastic matrices F Saadatniaki, R Xin, UA Khan IEEE Transactions on Automatic Control 65 (11), 4769-4780, 2020 | 121* | 2020 |
Distributed stochastic optimization with gradient tracking over strongly-connected networks R Xin, AK Sahu, UA Khan, S Kar 2019 IEEE 58th Conference on Decision and Control (CDC), 8353-8358, 2019 | 112 | 2019 |
Variance-reduced decentralized stochastic optimization with accelerated convergence R Xin, UA Khan, S Kar IEEE Transactions on Signal Processing 68, 6255-6271, 2020 | 110* | 2020 |
Distributed localization: A linear theory S Safavi, UA Khan, S Kar, JMF Moura Proceedings of the IEEE 106 (7), 1204-1223, 2018 | 110 | 2018 |
On connectivity, observability, and stability in distributed estimation UA Khan, S Kar, A Jadbabaie, JMF Moura 49th IEEE conference on decision and control (CDC), 6639-6644, 2010 | 104 | 2010 |
An improved convergence analysis for decentralized online stochastic non-convex optimization R Xin, UA Khan, S Kar IEEE Transactions on Signal Processing 69, 1842-1858, 2021 | 95 | 2021 |
FROST—Fast row-stochastic optimization with uncoordinated step-sizes R Xin, C Xi, UA Khan EURASIP Journal on Advances in Signal Processing 2019, 1-14, 2019 | 94 | 2019 |
A general framework for decentralized optimization with first-order methods R Xin, S Pu, A Nedić, UA Khan Proceedings of the IEEE 108 (11), 1869-1889, 2020 | 93 | 2020 |