Search Results - "communication-efficient algorithm"

Distributed Marginal Return: A Communication-Efficient Algorithm for Multi-Agent Weapon Target Assignment

Authors: Kamal Mammadov Glen Pearce Helen Krause et al.

M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion

Authors: Yangyi Liu Stefano Rini Sadaf Salehkalaibar et al.

Source: IEEE Transactions on Communications. 72:845-860

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Information Theory, Information Theory (cs.IT), 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Distributed, Parallel, and Cluster Computing (cs.DC), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2301.09269

A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization

Authors: Shuoguang Yang Fengpei Li

Source: IEEE Transactions on Signal Processing. 72:2333-2347

Subject Terms: Multilevel stochastic compositional optimization, Communication efficient, Distributed optimization

Federated Learning under Periodic Client Participation and Heterogeneous Data: A New Communication-Efficient Algorithm and Analysis

Authors: Crawshaw, Michael Liu, Mingrui

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Distributed, Parallel, and Cluster Computing (cs.DC), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2410.23131

A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization

Authors: Yang, Shuoguang Li, Fengpei

Index Terms: Communication efficient, Distributed optimization, Multilevel stochastic compositional optimization, Article

URL: http://repository.hkust.edu.hk/ir/Record/1783.1-138800
https://doi.org/10.1109/TSP.2024.3392351
http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=1053-587X&rft.volume=72&rft.issue=&rft.date=2024&rft.spage=2333&rft.aulast=Yang&rft.aufirst=Shuoguang&rft.atitle=A+Communication-Efficient+Algorithm+for+Federated+Multilevel+Stochastic+Compositional+Optimization&rft.title=IEEE+Transactions+on+Signal+Processing
http://www.scopus.com/record/display.url?eid=2-s2.0-85191346341&origin=inward
http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=001224404600001

GR-ADMM: A Communication Efficient Algorithm Based on ADMM

Authors: Xin Huang Guozheng Wang Yongmei Lei

Source: 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom). :220-227

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph Data

Authors: Zhang, Xinwei Hong, Mingyi Chen, Jie

Index Terms: Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2303.09531

M22: A Communication-Efficient Algorithm for Federated Learning Inspired by Rate-Distortion

Authors: Liu, Yangyi Rini, Stefano Salehkalaibar, Sadaf et al.

Index Terms: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Information Theory, text

URL: http://arxiv.org/abs/2301.09269

A Communication-Efficient Algorithm for Exponentially Fast Non-Bayesian Learning in Networks

Authors: Aritra Mitra Shreyas Sundaram John A. Richards

Source: 2019 IEEE 58th Conference on Decision and Control (CDC). :8347-8352

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, 0209 industrial biotechnology, 0203 mechanical engineering, Computer Science - Information Theory, Information Theory (cs.IT), FOS: Electrical engineering, electronic engineering, information engineering, Systems and Control (eess.SY), 02 engineering and technology, Electrical Engineering and Systems Science - Systems and Control, Machine Learning (cs.LG)

Access URL: http://arxiv.org/pdf/1909.01505
http://arxiv.org/abs/1909.01505
http://dblp.uni-trier.de/db/journals/corr/corr1909.html#abs-1909-01505
https://dblp.uni-trier.de/db/journals/corr/corr1909.html#abs-1909-01505

Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training

Authors: Jyotikrishna Dass Vivek Sarin Rabi N. Mahapatra

Source: IEEE Transactions on Parallel and Distributed Systems. 30:1065-1076

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://dblp.uni-trier.de/db/journals/tpds/tpds30.html#DassSM19
https://ieeexplore.ieee.org/document/8526323

A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning

Authors: Sun, Zhenyu Wei, Ermin

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Distributed, Parallel, and Cluster Computing (cs.DC), 01 natural sciences, 0105 earth and related environmental sciences, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2206.01132

Memory and communication efficient algorithm for decentralized counting of nodes in networks

Authors: Saha, Arindam Marshall, James A. R. Reina, Andreagiovanni

Source: PloS one, 16 (11

Index Terms: Sciences de l'ingénieur, info:eu-repo/semantics/article, info:ulb-repo/semantics/articlePeerReview, info:ulb-repo/semantics/openurl/article

URL: https://dipot.ulb.ac.be/dspace/bitstream/2013/336285/1/doi_319929.pdf
http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/336285
http://worldcat.org/search?q=on:EQY+http://difusion-oai.ulb.ac.be/oai/request+DCG_ENTIRE_REPOSITORY+CNTCOLL

Memory and communication efficient algorithm for decentralized counting of nodes in networks.

Authors: Arindam Saha James A R Marshall Andreagiovanni Reina

Source: PLoS ONE, Vol 16, Iss 11, p e0259736 (2021)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/b588b1166feb4d3498d9280a7ad77f70

Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks

Authors: Thakshila Wimalajeewa Gang Li Pramod K. Varshney

Source: IEEE Transactions on Signal Processing. 64:556-566

Subject Terms: FOS: Computer and information sciences, Computer Science - Information Theory, Information Theory (cs.IT), 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: http://arxiv.org/pdf/1404.3394
http://arxiv.org/abs/1404.3394

A memory and communication efficient algorithm for decentralized counting of nodes in networks

Authors: Saha, Arindam Marshall, James A. R. Reina, Andreagiovanni

Index Terms: Computer Science - Distributed, Parallel, and Cluster Computing, text

URL: http://arxiv.org/abs/1912.06802

A Communication-Efficient Algorithm for Exponentially Fast Non-Bayesian Learning in Networks

Authors: Mitra, Aritra Richards, John A. Sundaram, Shreyas

Index Terms: Electrical Engineering and Systems Science - Systems and Control, Computer Science - Information Theory, Computer Science - Machine Learning, text

URL: http://arxiv.org/abs/1909.01505

Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation

Authors: Ren, Jineng Haupt, Jarvis

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, Optimization and Control (math.OC), 0202 electrical engineering, electronic engineering, information engineering, FOS: Mathematics, Machine Learning (stat.ML), 02 engineering and technology, Mathematics - Optimization and Control, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/1709.00537

Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery with Sensor Networks

Authors: Li, Gang Wimalajeewa, Thakshila Varshney, Pramod K.

Index Terms: Computer Science - Information Theory, text

URL: http://arxiv.org/abs/1404.3394

Parallel Weighted Random Sampling

Authors: Lorenz Hübschle-Schneider Peter Sanders Lorenz Hübschle-Schneider and Peter Sanders

Contributors: Lorenz Hübschle-Schneider Peter Sanders Lorenz Hübschle-Schneider and Peter Sanders

Source: ACM Transactions on Mathematical Software. 48:1-40

Subject Terms: ddc:004, PRAM, FOS: Computer and information sciences, alias method, DATA processing & computer science, 0102 computer and information sciences, 02 engineering and technology, categorical distribution, reservoir sampling, 01 natural sciences, Computer Science - Distributed, Parallel, and Cluster Computing, parallel algorithm, Computer Science - Data Structures and Algorithms, multinoulli distribution, 0202 electrical engineering, electronic engineering, information engineering, subset sampling, communication efficient algorithm, Data Structures and Algorithms (cs.DS), Distributed, Parallel, and Cluster Computing (cs.DC)

File Description: application/pdf

Access URL: http://arxiv.org/abs/1903.00227
https://publikationen.bibliothek.kit.edu/1000097067
https://drops.dagstuhl.de/opus/volltexte/2019/11180/pdf/LIPIcs-ESA-2019-59.pdf/
https://drops.dagstuhl.de/opus/volltexte/2019/11180/
http://dblp.uni-trier.de/db/journals/corr/corr1903.html#abs-1903-00227
https://publikationen.bibliothek.kit.edu/1000097067/72597002
https://dblp.uni-trier.de/db/journals/corr/corr1903.html#abs-1903-00227
https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ESA.2019.59

A Communication-Efficient Algorithm for Federated Multilevel Stochastic Compositional Optimization_supp1-3392351.pdf

Authors: LI, FENGPEI

Availability: https://doi.org/10.1109/tsp.2024.3392351/mm1