Proximal Multitask Learning over Networks with Sparsity-inducing
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Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization

4 September 2015

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Papers citing "Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization"

18 / 18 papers shown

Title
Privacy-Preserving Distributed Projection LMS for Linear Multitask Networks Chengcheng Wang Wee Peng Tay Ye Wei Yuan Wang 42 2 0 12 Oct 2020
Dif-MAML: Decentralized Multi-Agent Meta-Learning Mert Kayaalp Stefan Vlaski Ali H. Sayed 48 29 0 06 Oct 2020
Study of Diffusion Normalized Least Mean M-estimate Algorithms Yi Yu Hongsen He Tao Yang Xueyuan Wang R. D. Lamare 51 0 0 20 Apr 2020
Resilient Distributed Diffusion in Networks with Adversaries Jiani Li W. Abbas X. Koutsoukos AAML 64 31 0 23 Mar 2020
Multitask learning over graphs: An Approach for Distributed, Streaming Machine Learning Roula Nassif Stefan Vlaski C. Richard Jie Chen Ali H. Sayed 77 74 0 07 Jan 2020
Distributed Change Detection in Streaming Graph Signals A. Ferrari C. Richard Louis Verduci 52 8 0 15 Oct 2019
Regularized Diffusion Adaptation via Conjugate Smoothing Stefan Vlaski L. Vandenberghe Ali H. Sayed 49 6 0 20 Sep 2019
Distributed Learning in Non-Convex Environments -- Part II: Polynomial Escape from Saddle-Points Stefan Vlaski Ali H. Sayed 84 53 0 03 Jul 2019
Distributed Learning in Non-Convex Environments -- Part I: Agreement at a Linear Rate Stefan Vlaski Ali H. Sayed 91 68 0 03 Jul 2019
Adaptation and learning over networks under subspace constraints -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Ali H. Sayed 59 17 0 01 Jun 2019
Decentralized Multi-Task Learning Based on Extreme Learning Machines Yu Ye Ming Xiao Mikael Skoglund 47 9 0 25 Apr 2019
Learning over Multitask Graphs -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 41 12 0 22 May 2018
Learning over Multitask Graphs -- Part I: Stability Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 65 29 0 22 May 2018
On reducing the communication cost of the diffusion LMS algorithm Ibrahim El Khalil Harrane Rémi Flamary C. Richard 52 32 0 30 Nov 2017
Adaptation and learning over networks for nonlinear system modeling Simone Scardapane Jie Chen C. Richard 45 3 0 28 Apr 2017
Multitask diffusion adaptation over networks with common latent representations Jie Chen C. Richard Ali H. Sayed 63 50 0 13 Feb 2017
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints Roula Nassif C. Richard A. Ferrari Ali H. Sayed 64 53 0 10 Oct 2016
Asynchronous adaptive networks Ali H. Sayed Xiaochuan Zhao 62 12 0 30 Nov 2015