Federated Nonconvex Sparse Learning

Federated Nonconvex Sparse Learning

31 December 2020

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Papers citing "Federated Nonconvex Sparse Learning"

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Title
Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions Daniel Gutiérrez David Solans Mikko A. Heikkilä A. Vitaletti Nicolas Kourtellis Aris Anagnostopoulos I. Chatzigiannakis OOD 420 0 0 19 Nov 2024
Equitable-FL: Federated Learning with Sparsity for Resource-Constrained Environment Indrajeet Kumar Sinha Shekhar Verma Krishna Pratap Singh FedML 234 0 0 02 Sep 2023
Federated Composite Saddle Point Optimization Site Bai Brian Bullins FedML 148 0 0 25 May 2023
Federated Gradient Matching PursuitIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023 Halyun Jeong Deanna Needell Jing Qin FedML 164 2 0 20 Feb 2023
Federated Data Analytics: A Study on Linear ModelsIISE Transactions (IISE Trans.), 2022 Xubo Yue Raed Al Kontar Ana María Estrada Gómez FedML 211 17 0 15 Jun 2022
On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and BeyondNeural Information Processing Systems (NeurIPS), 2022 Xiao-Tong Yuan P. Li FedML 182 89 0 10 Jun 2022
FedGiA: An Efficient Hybrid Algorithm for Federated LearningIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 Shenglong Zhou Geoffrey Ye Li FedML 373 20 0 03 May 2022
Federated Learning via Inexact ADMMIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Shenglong Zhou Geoffrey Ye Li FedML 378 79 0 22 Apr 2022
Communication-Efficient ADMM-based Federated Learning Shenglong Zhou Geoffrey Ye Li FedML 366 24 0 28 Oct 2021
Federated Composite OptimizationInternational Conference on Machine Learning (ICML), 2020 Honglin Yuan Manzil Zaheer Sashank J. Reddi FedML 296 63 0 17 Nov 2020