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Author

Ran Xin

Observed names: Xin Ran, Xin, Ran
ORCID: 0000-0002-1697-9116
Observed ORCID: 0000-0002-1697-9116
OpenAlex ID: A5033024261
A Linear Algorithm for Optimization Over Directed Graphs With Geometric Convergence
2018 · Ran Xin, Usman A. Khan · IEEE Control Systems Letters · 287
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ADD-OPT: Accelerated Distributed Directed Optimization
2017 · Chenguang Xi, Ran Xin, et al. · IEEE Transactions on Automatic Control · 221
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Linear Convergence in Optimization Over Directed Graphs With Row-Stochastic Matrices
2018 · Chenguang Xi, Van Sy Mai, et al. · IEEE Transactions on Automatic Control · 219
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Distributed Heavy-Ball: A Generalization and Acceleration of First-Order Methods With Gradient Tracking
2019 · Ran Xin, Usman A. Khan · IEEE Transactions on Automatic Control · 202
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Decentralized Optimization Over Time-Varying Directed Graphs With Row and Column-Stochastic Matrices
2020 · Fakhteh Saadatniaki, Ran Xin, et al. · IEEE Transactions on Automatic Control · 131
Distributed stochastic optimization with gradient tracking over strongly-connected networks
2019 · Ran Xin, Anit Kumar Sahu, et al. · IEEE Conference on Decision and Control (CDC) · 118
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Decentralized Stochastic Optimization and Machine Learning: A Unified Variance-Reduction Framework for Robust Performance and Fast Convergence
2020 · Ran Xin, Soummya Kar, et al. · IEEE Signal Processing Magazine · 114
A General Framework for Decentralized Optimization With First-Order Methods
2020 · Ran Xin, Shi Pu, et al. · Proceedings of the IEEE · 111
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Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence
2020 · Ran Xin, Usman A. Khan, et al. · IEEE Transactions on Signal Processing · 98
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An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization
2021 · Ran Xin, Usman A. Khan, et al. · IEEE Transactions on Signal Processing · 95
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Distributed Nesterov Gradient Methods Over Arbitrary Graphs
2019 · Ran Xin, Dusan Jakovetic, et al. · IEEE Signal Processing Letters · 74
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S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs
2020 · Muhammad I. Qureshi, Ran Xin, et al. · IEEE Control Systems Letters · 54
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Fast Decentralized Nonconvex Finite-Sum Optimization with Recursive Variance Reduction
2022 · Ran Xin, Usman A. Khan, et al. · SIAM Journal on Optimization · 45
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A Fast Randomized Incremental Gradient Method for Decentralized Nonconvex Optimization
2021 · Ran Xin, Usman A. Khan, et al. · IEEE Transactions on Automatic Control · 41
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Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs
2021 · Muhammad I. Qureshi, Ran Xin, et al. · IEEE Control Systems Letters · 36
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A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization
2021 · Xin, Ran, Khan, Usman A., et al. · arXiv (Cornell University) · 20
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Search Aid System Based on Machine Vision and Its Visual Attention Model for Rescue Target Detection
2010 · Xin Ran, Lei Ren · WRI Global Congress on Intelligent Systems · 14
Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking
2019 · Ran Xin, Usman A. Khan, et al. · arXiv (Cornell University) · 13
Optimization over time-varying directed graphs with row and column-stochastic matrices
2018 · Saadatniaki, Fakhteh, Xin, Ran, et al. · arXiv (Cornell University) · 13
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Draft Line Detection Based on Image Processing for Ship Draft Survey
2012 · Xin Ran, Chaojian Shi, et al. · Advances in intelligent and soft computing · 13
Online incremental EM training of GMM and its application to speech processing applications
2010 · Yongxin Zhang, Lixian Chen, et al. · International Conference on Signal Processing · 13
A near-optimal stochastic gradient method for decentralized non-convex finite-sum optimization.
2020 · Ran Xin, Usman A. Khan, et al. · arXiv (Cornell University) · 10
An introduction to decentralized stochastic optimization with gradient tracking
2019 · Xin, Ran, Kar, Soummya, et al. · arXiv (Cornell University) · 10
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Target detection of maritime search and rescue: Saliency accumulation method
2012 · Lei Ren, Chaojian Shi, et al. · International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) · 10
Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking--Part I: GT-SAGA
2019 · Xin, Ran, Khan, Usman A., et al. · arXiv (Cornell University) · 9
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Works count: 57
Citation count: 2,041
H-index: 16
I10-index: 24
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