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2020 – today
- 2024
[j18]Qianghua Liu, Yu Tian, Tianshu Zhou, Kewei Lyu, Ran Xin, Yong Shang, Ying Liu, Jingjing Ren, Jingsong Li
:
A few-shot disease diagnosis decision making model based on meta-learning for general practice. Artif. Intell. Medicine 147: 102718 (2024)- 2023
- [c9]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Variance Reduced Stochastic Optimization Over Directed Graphs with Row and Column Stochastic Weights. ACSSC 2023: 1595-1599 - [c8]Ran Xin, Jia Chen, Feifei Bao, Yong Shang, Xu Han, Jingsong Li:
A Personal Healthcare Knowledge Graph Framework for Diagnosis of Pelvic Masses Diseases. MedInfo 2023: 1386-1387 - 2022
- [j17]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs. IEEE Control. Syst. Lett. 6: 1202-1207 (2022) - [j16]Ran Xin, Usman A. Khan, Soummya Kar:
Fast Decentralized Nonconvex Finite-Sum Optimization with Recursive Variance Reduction. SIAM J. Optim. 32(1): 1-28 (2022) - [j15]Ran Xin, Usman A. Khan, Soummya Kar:
A Fast Randomized Incremental Gradient Method for Decentralized Nonconvex Optimization. IEEE Trans. Autom. Control. 67(10): 5150-5165 (2022) - [i14]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Variance reduced stochastic optimization over directed graphs with row and column stochastic weights. CoRR abs/2202.03346 (2022) - 2021
- [j14]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
S-ADDOPT: Decentralized Stochastic First-Order Optimization Over Directed Graphs. IEEE Control. Syst. Lett. 5(3): 953-958 (2021) - [j13]Yong Shang, Yu Tian, Min Zhou, Tianshu Zhou, Kewei Lyu, Zhixiao Wang, Ran Xin, Tingbo Liang, Shiqiang Zhu, Jingsong Li:
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice. IEEE J. Biomed. Health Informatics 25(7): 2463-2475 (2021) - [j12]Ran Xin, Usman A. Khan, Soummya Kar:
An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization. IEEE Trans. Signal Process. 69: 1842-1858 (2021) - [c7]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
A Decentralized Variance-Reduced Method for Stochastic Optimization Over Directed Graphs. ICASSP 2021: 5030-5034 - [c6]Ran Xin, Usman A. Khan, Soummya Kar:
A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization. ICML 2021: 11459-11469 - [i13]Ran Xin, Usman A. Khan, Soummya Kar:
A hybrid variance-reduced method for decentralized stochastic non-convex optimization. CoRR abs/2102.06752 (2021) - 2020
- [j11]Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan:
A General Framework for Decentralized Optimization With First-Order Methods. Proc. IEEE 108(11): 1869-1889 (2020) - [j10]Ran Xin, Soummya Kar, Usman A. Khan:
Decentralized Stochastic Optimization and Machine Learning: A Unified Variance-Reduction Framework for Robust Performance and Fast Convergence. IEEE Signal Process. Mag. 37(3): 102-113 (2020) - [j9]Ran Xin, Usman A. Khan:
Distributed Heavy-Ball: A Generalization and Acceleration of First-Order Methods With Gradient Tracking. IEEE Trans. Autom. Control. 65(6): 2627-2633 (2020) - [j8]Fakhteh Saadatniaki, Ran Xin, Usman A. Khan:
Decentralized Optimization Over Time-Varying Directed Graphs With Row and Column-Stochastic Matrices. IEEE Trans. Autom. Control. 65(11): 4769-4780 (2020) - [j7]Ran Xin, Usman A. Khan, Soummya Kar:
Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence. IEEE Trans. Signal Process. 68: 6255-6271 (2020) - [c5]Ran Xin, Boyue Li, Soummya Kar, Usman A. Khan:
GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization. CDC 2020: 3637-3642 - [i12]Ran Xin, Soummya Kar, Usman A. Khan:
Gradient tracking and variance reduction for decentralized optimization and machine learning. CoRR abs/2002.05373 (2020) - [i11]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs. CoRR abs/2005.07785 (2020) - [i10]Ran Xin, Usman A. Khan, Soummya Kar:
An improved convergence analysis for decentralized online stochastic non-convex optimization. CoRR abs/2008.04195 (2020) - [i9]Muhammad I. Qureshi, Ran Xin, Soummya Kar, Usman A. Khan:
Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs. CoRR abs/2008.06082 (2020) - [i8]Ran Xin, Usman A. Khan, Soummya Kar:
A near-optimal stochastic gradient method for decentralized non-convex finite-sum optimization. CoRR abs/2008.07428 (2020) - [i7]Ran Xin, Shi Pu, Angelia Nedic, Usman A. Khan:
A general framework for decentralized optimization with first-order methods. CoRR abs/2009.05837 (2020) - [i6]Ran Xin, Usman A. Khan, Soummya Kar:
A fast randomized incremental gradient method for decentralized non-convex optimization. CoRR abs/2011.03853 (2020)
2010 – 2019
- 2019
- [j6]Ran Xin, Chenguang Xi, Usman A. Khan:
FROST - Fast row-stochastic optimization with uncoordinated step-sizes. EURASIP J. Adv. Signal Process. 2019: 1 (2019) - [j5]Ran Xin, Dusan Jakovetic, Usman A. Khan:
Distributed Nesterov Gradient Methods Over Arbitrary Graphs. IEEE Signal Process. Lett. 26(8): 1247-1251 (2019) - [c4]Ran Xin, Anit Kumar Sahu, Soummya Kar, Usman A. Khan:
Distributed empirical risk minimization over directed graphs. ACSSC 2019: 189-193 - [c3]Ran Xin, Anit Kumar Sahu, Usman A. Khan, Soummya Kar:
Distributed stochastic optimization with gradient tracking over strongly-connected networks. CDC 2019: 8353-8358 - [c2]Fakhteh Saadatniaki, Ran Xin, Usman A. Khan:
Distributed Training with Mobile Agents: Optimization Over Dynamic Directed Graphs. DSW 2019: 37-41 - [i5]Ran Xin, Dusan Jakovetic, Usman A. Khan:
Distributed Nesterov gradient methods over arbitrary graphs. CoRR abs/1901.06995 (2019) - [i4]Ran Xin, Anit Kumar Sahu, Usman A. Khan, Soummya Kar:
Distributed stochastic optimization with gradient tracking over strongly-connected networks. CoRR abs/1903.07266 (2019) - [i3]Ran Xin, Soummya Kar, Usman A. Khan:
Decentralized Stochastic First-Order Methods for Large-scale Machine Learning. CoRR abs/1907.09648 (2019) - [i2]Ran Xin, Usman A. Khan, Soummya Kar:
Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking - Part II: GT-SVRG. CoRR abs/1910.04057 (2019) - [i1]Ran Xin, Usman A. Khan, Soummya Kar:
Variance-Reduced Decentralized Stochastic Optimization with Accelerated Convergence. CoRR abs/1912.04230 (2019) - 2018
- [j4]Ran Xin, Usman A. Khan:
A Linear Algorithm for Optimization Over Directed Graphs With Geometric Convergence. IEEE Control. Syst. Lett. 2(3): 315-320 (2018) - [j3]Chenguang Xi, Ran Xin, Usman A. Khan:
ADD-OPT: Accelerated Distributed Directed Optimization. IEEE Trans. Autom. Control. 63(5): 1329-1339 (2018) - [j2]Chenguang Xi, Van Sy Mai, Ran Xin, Eyad H. Abed, Usman A. Khan:
Linear Convergence in Optimization Over Directed Graphs With Row-Stochastic Matrices. IEEE Trans. Autom. Control. 63(10): 3558-3565 (2018) - [c1]Ran Xin, Chenguang Xi, Usman A. Khan:
Subgradient Projection Over Directed Graphs Using Surplus Consensus. DSW 2018: 105-109 - 2014
- [j1]Wei Li, Shengling Wang, Yong Cui, Xiuzhen Cheng, Ran Xin, Mznah Al-Rodhaan, Abdullah Al-Dhelaan:
AP Association for Proportional Fairness in Multirate WLANs. IEEE/ACM Trans. Netw. 22(1): 191-202 (2014)
Coauthor Index
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