Adaptation and learning over networks under subspace constraints -- Part
I: Stability Analysis

v1v2 (latest)

Adaptation and learning over networks under subspace constraints -- Part I: Stability Analysis

21 May 2019

ArXiv (abs)PDF HTML

Papers citing "Adaptation and learning over networks under subspace constraints -- Part I: Stability Analysis"

8 / 8 papers shown

Title
Unified Analysis of Decentralized Gradient Descent: a Contraction Mapping Framework Erik G. Larsson Nicolo Michelusi 130 0 0 18 Mar 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
Online Network Source Optimization with Graph-Kernel MAB Laura Toni P. Frossard 97 1 0 07 Jul 2023
Exact Subspace Diffusion for Decentralized Multitask Learning Shreya Wadehra Roula Nassif Stefan Vlaski 48 1 0 14 Apr 2023
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 88 30 0 16 Sep 2022
Dencentralized learning in the presence of low-rank noise Roula Nassif Virginia Bordignon Stefan Vlaski Ali H. Sayed 36 0 0 18 Mar 2022
Distributed Training of Graph Convolutional Networks Simone Scardapane Indro Spinelli P. Lorenzo GNN BDL 93 26 0 13 Jul 2020
Adaptation and learning over networks under subspace constraints -- Part II: Performance Analysis Roula Nassif Stefan Vlaski Ali H. Sayed 49 17 0 01 Jun 2019