Topic: decentralized-learning Goto Github
Some thing interesting about decentralized-learning
Some thing interesting about decentralized-learning
decentralized-learning,Device-to-Device (D2D) and assocaited Federated Learning simulation in Python using Pytorch for Learning operations. Implemented simultaneous operation of multiple FL modes.
User: ahnaflodhi
decentralized-learning,Investigating the reproducibility of federated GNN models
User: basiralab
decentralized-learning,Breaching privacy in federated learning scenarios for vision and text
User: jonasgeiping
decentralized-learning,The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"
User: raiden-zhu
decentralized-learning,[ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
User: raiden-zhu
Home Page: https://raiden-zhu.github.io/resources/
decentralized-learning,[TMLR] CoDeC: Communication-Efficient Decentralized Continual Learning
User: sakshi09ch
Home Page: https://openreview.net/forum?id=N05OnQG1BA
decentralized-learning,Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.
User: spoluan
decentralized-learning,Handwritten Digit Classification using Federated Learning
User: tayyab-004
decentralized-learning,[IEEE TSIPN' 2022] "Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks", by Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, and Brian M. Sadler
Organization: vita-group
decentralized-learning,source code of AISTATS 2020 paper: Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
User: vzantedeschi
Home Page: http://proceedings.mlr.press/v108/zantedeschi20a.html
decentralized-learning,code for "Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence"
User: yukitakezawa
decentralized-learning,subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
User: zeyneddinoz
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