Výsledky vyhľadávania - "decentralized stochastic algorithm"

A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence

Autori: Qingguo Lu Xiaofeng Liao Shaojiang Deng a ďalší

Zdroj: IEEE Transactions on Signal and Information Processing over Networks. 8:627-640

Push-SAGA: A Decentralized Stochastic Algorithm With Variance Reduction Over Directed Graphs

Autori: Muhammad I. Qureshi Ran Xin Soummya Kar a ďalší

Zdroj: IEEE Control Systems Letters. 6:1202-1207

Predmety: FOS: Computer and information sciences, Computer Science - Machine Learning, 0209 industrial biotechnology, Machine Learning (stat.ML), Systems and Control (eess.SY), 02 engineering and technology, Electrical Engineering and Systems Science - Systems and Control, Machine Learning (cs.LG), Computer Science - Distributed, Parallel, and Cluster Computing, Statistics - Machine Learning, FOS: Electrical engineering, electronic engineering, information engineering, 0202 electrical engineering, electronic engineering, information engineering, Computer Science - Multiagent Systems, Distributed, Parallel, and Cluster Computing (cs.DC), Multiagent Systems (cs.MA)

Prístupová URL adresa: http://arxiv.org/pdf/2008.06082
http://arxiv.org/abs/2008.06082
https://arxiv.org/pdf/2008.06082
https://arxiv.org/abs/2008.06082
https://doi.org/10.1109/LCSYS.2021.3090652
https://ieeexplore.ieee.org/document/9459958/
https://dblp.uni-trier.de/db/journals/corr/corr2008.html#abs-2008-06082

Push-SAGA: A decentralized stochastic algorithm with variance reduction over directed graphs

Autori: Qureshi, Muhammad I. Xin, Ran Kar, Soummya a ďalší

Témy: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Multiagent Systems, Electrical Engineering and Systems Science - Systems and Control, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2008.06082

AN OPTIMAL ALGORITHM FOR DECENTRALIZED FINITE-SUM OPTIMIZATION.

Autori: HENDRIKX, HADRIEN BACH, FRANCIS MASSOULIÉ, LAURENT

Zdroj: SIAM Journal on Optimization; 2021, Vol. 31 Issue 4, p2753-2783, 31p

Predmety: ALGORITHMS, TOPOLOGY, MACHINERY, GRAPH algorithms, COORDINATES

Decentralized gradient tracking with local steps.

Autori: Liu, Yue Lin, Tao Koloskova, Anastasia a ďalší

Zdroj: Optimization Methods & Software; Oct2025, Vol. 40 Issue 5, p1153-1180, 28p

Predmety: HETEROGENEITY, CONVEX functions, MATHEMATICAL optimization

Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty.

Autori: Shaocong Ma Ziyi Chen Shaofeng Zou a ďalší

Zdroj: Journal of Machine Learning Research. 2023, Vol. 24, p1-40. 40p.

Predmety: *MARKOV processes, *REINFORCEMENT learning

PMGT-VR: a Decentralized Proximal-gradient Algorithmic Framework with Variance Reduction

Autori: Ye, Haishan Xiong, Wei Zhang, Tong

Zdroj: IEEE Transactions on Pattern Analysis and Machine Intelligence. :1-12

Predmety: FOS: Computer and information sciences, 0209 industrial biotechnology, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Optimization and Control (math.OC), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, 02 engineering and technology, Mathematics - Optimization and Control

Prístupová URL adresa: http://arxiv.org/abs/2012.15010

Dual-Free Stochastic Decentralized Optimization with Variance Reduction

Autori: Hendrikx, Hadrien Bach, Francis Massoulié, Laurent

Témy: Mathematics - Optimization and Control, Computer Science - Distributed, Parallel, and Cluster Computing, text

URL: http://arxiv.org/abs/2006.14384

PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction

Autori: Ye, Haishan Xiong, Wei Zhang, Tong

Témy: Mathematics - Optimization and Control, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2012.15010

Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach

Autori: Sun, Haoran Lu, Songtao Hong, Mingyi

Témy: Mathematics - Optimization and Control, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/1910.05857

A stochastic averaging gradient algorithm with multi‐step communication for distributed optimization.

Autori: Zheng, Zuqing Yan, Yu Feng, Liping a ďalší

Zdroj: Optimal Control - Applications & Methods; Jul2023, Vol. 44 Issue 4, p2208-2226, 19p

Predmety: DISTRIBUTED algorithms, LIPSCHITZ continuity, ALGORITHMS, CONVEX functions, LOGISTIC regression analysis, PROBLEM solving

New hybrid decentralized evolutionary approach for DIMACS challenge graph coloring & wireless network instances.

Autori: Balakrishnan, S. Suresh, Tamilarasi Marappan, Raja a ďalší

Zdroj: International Journal of Cognitive Computing in Engineering; Jun2023, Vol. 4, p259-265, 7p

Predmety: WIRELESS communications, GRAPH coloring, EVOLUTIONARY theories, BANDWIDTH allocation, METHODOLOGY

EFFICIENT AND RELIABLE OVERLAY NETWORKS FOR DECENTRALIZED FEDERATED LEARNING.

Autori: YIFAN HUA KEVIN MILLER BERTOZZI, ANDREA L. a ďalší

Zdroj: SIAM Journal on Applied Mathematics; 2022, Vol. 82 Issue 4, p1558-1586, 29p

Predmety: OVERLAY networks, SPECTRAL theory, GRAPH theory, MACHINE learning

A Compressed Gradient Tracking Method for Decentralized Optimization With Linear Convergence.

Autori: Liao, Yiwei Li, Zhuorui Huang, Kun a ďalší

Zdroj: IEEE Transactions on Automatic Control; Oct2022, Vol. 67 Issue 10, p5622-5629, 8p

Predmety: SMOOTHNESS of functions, COST functions, ARTIFICIAL satellite tracking, TRACKING algorithms, DISTRIBUTED algorithms, RADIO frequency, LINEAR programming, COMPRESSORS

Decentralized Stochastic Non-Convex Optimization over Weakly Connected Time-Varying Digraphs

Autori: Songtao Lu Chai Wah Wu

Zdroj: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :5770-5774

Predmety: 0209 industrial biotechnology, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Prístupová URL adresa: https://dblp.uni-trier.de/db/conf/icassp/icassp2020.html#LuW20
https://ieeexplore.ieee.org/document/9053238

An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums

Autori: Hendrikx, Hadrien Bach, Francis Massoulié, Laurent a ďalší

Prispievatelia: Hendrikx, Hadrien Bach, Francis Massoulié, Laurent a ďalší

Zdroj: Neural Information Processing systems ; https://hal.archives-ouvertes.fr/hal-02280763 ; Neural Information Processing systems, Dec 2019, Vancouver, Canada

Predmety: [INFO.INFO-DC]Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]

Geografické téma: Vancouver

Time: Vancouver, Canada

Relation: hal-02280763; https://hal.archives-ouvertes.fr/hal-02280763; https://hal.archives-ouvertes.fr/hal-02280763/document; https://hal.archives-ouvertes.fr/hal-02280763/file/1905.11394.pdf

Dostupnosť: https://hal.archives-ouvertes.fr/hal-02280763
https://hal.archives-ouvertes.fr/hal-02280763/document
https://hal.archives-ouvertes.fr/hal-02280763/file/1905.11394.pdf

A General Framework for Decentralized Optimization With First-Order Methods.

Autori: Xin, Ran Pu, Shi Nedic, Angelia a ďalší

Zdroj: Proceedings of the IEEE; Nov2020, Vol. 108 Issue 11, p1869-1889, 21p

Predmety: SIGNAL processing, MACHINE learning, TELECOMMUNICATION systems, DATA science

Decentralized double stochastic averaging gradient.

Autori: Mokhtari, Aryan Ribeiro, Alejandro

Zdroj: 2015 49th Asilomar Conference on Signals, Systems & Computers; 1/1/2015, p406-410, 5p

A near-optimal algorithm for network-constrained averaging with noisy links

Autori: Noorshams, Nima Wainwright, Martin J.

Relation: https://zenodo.org/records/1274472; oai:zenodo.org:1274472; https://doi.org/10.1109/isit.2010.5513278

Dostupnosť: https://doi.org/10.1109/isit.2010.5513278
https://zenodo.org/records/1274472

Stochastic power control with averaging.

Autori: Das, D. Varanasi, M.K.

Zdroj: Conference Proceedings of the 2000 IEEE International Conference on Personal Wireless Communications (Cat. No.00TH8488); 2000, p325-329, 5p