Learning over Multitask Graphs -- Part I: Stability Analysis

v1v2 (latest)

Learning over Multitask Graphs -- Part I: Stability Analysis

22 May 2018

ArXiv (abs)PDF HTML

Papers citing "Learning over Multitask Graphs -- Part I: Stability Analysis"

9 / 9 papers shown

Title
Quantitative Error Feedback for Quantization Noise Reduction of Filtering over Graphs Xue Xian Zheng Weihang Liu Xin Lou Stefan Vlaski Tareq Al-Naffouri MQ 45 0 0 02 Jun 2025
Joint estimation of smooth graph signals from partial linear measurements Hemant Tyagi 30 0 0 29 May 2025
Differential error feedback for communication-efficient decentralized learning Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Ali H. Sayed 114 1 0 26 Jun 2024
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 90 30 0 16 Sep 2022
Collaborative likelihood-ratio estimation over graphs Alejandro de la Concha Nicolas Vayatis Argyris Kalogeratos 60 1 0 28 May 2022
A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian Regularization Canh T. Dinh Thanh Tung Vu N. H. Tran Minh N. Dao Hongyu Zhang FedML 125 43 0 14 Feb 2021
Tracking Performance of Online Stochastic Learners Stefan Vlaski Elsa Rizk Ali H. Sayed 18 3 0 04 Apr 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
Learning over Multitask Graphs -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Cedric Richard Ali H. Sayed 41 12 0 22 May 2018