Gossip Algorithms for Distributed Signal Processing

27 March 2010

Papers citing "Gossip Algorithms for Distributed Signal Processing"

50 / 55 papers shown

Title
Topology-Dependent Privacy Bound For Decentralized Federated Learning Qiongxiu Li Wenrui Yu Changlong Ji Richard Heusdens 32 3 0 13 Dec 2023
A Tutorial on Distributed Optimization for Cooperative Robotics: from Setups and Algorithms to Toolboxes and Research Directions Andrea Testa Guido Carnevale G. Notarstefano 31 10 0 08 Sep 2023
Adaptive Consensus: A network pruning approach for decentralized optimization S. Shah A. Berahas Raghu Bollapragada 24 2 0 06 Sep 2023
First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities Aleksandr Beznosikov S. Samsonov Marina Sheshukova Alexander Gasnikov A. Naumov Eric Moulines 46 14 0 25 May 2023
Policy Evaluation in Decentralized POMDPs with Belief Sharing Mert Kayaalp Fatima Ghadieh Ali H. Sayed 19 2 0 08 Feb 2023
Scalable Collaborative Learning via Representation Sharing Frédéric Berdoz Abhishek Singh Martin Jaggi Ramesh Raskar FedML 27 3 0 20 Nov 2022
Secure Distributed Optimization Under Gradient Attacks Shuhua Yu S. Kar 32 14 0 28 Oct 2022
Networked Signal and Information Processing Stefan Vlaski S. Kar Ali H. Sayed José M. F. Moura 49 16 0 25 Oct 2022
Quantization for decentralized learning under subspace constraints Roula Nassif Stefan Vlaski Marco Carpentiero Vincenzo Matta Marc Antonini Ali H. Sayed 30 29 0 16 Sep 2022
A Distributed Diffusion Kalman Filter In Multitask Networks I. A. Chikwendu Kulevome Delanyo Kwame Bensah C. Ukwuoma C. Ejiyi 16 0 0 07 Jul 2022
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference Mert Kayaalp Yunus Inan E. Telatar Ali H. Sayed FedML 16 26 0 28 Apr 2022
On observability and optimal gain design for distributed linear filtering and prediction Subhro Das 32 1 0 07 Mar 2022
Distributed Adaptive Learning Under Communication Constraints Marco Carpentiero Vincenzo Matta Ali H. Sayed 29 17 0 03 Dec 2021
Paving the Way for Consensus: Convergence of Block Gossip Algorithms Jamie Haddock B. Jarman C. Yap 11 5 0 27 Oct 2021
Distributed Variational Bayesian Algorithms Over Sensor Networks Junhao Hua Chunguang Li 6 44 0 27 Nov 2020
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 149 83 0 24 Oct 2020
Distributed Gradient Flow: Nonsmoothness, Nonconvexity, and Saddle Point Evasion Brian Swenson Ryan W. Murray H. Vincent Poor S. Kar 12 16 0 12 Aug 2020
Fair and Efficient Gossip in Hyperledger Fabric Nicolae Berendea H. Mercier Emanuel Onica E. Rivière 24 38 0 15 Apr 2020
Second Order Statistics Analysis and Comparison between Arithmetic and Geometric Average Fusion Tiancheng Li Hongqi Fan Jesús García J. Corchado FedML 27 96 0 23 Jan 2019
Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives Hadrien Hendrikx Francis R. Bach Laurent Massoulié 15 42 0 05 Oct 2018
Graph-Dependent Implicit Regularisation for Distributed Stochastic Subgradient Descent Dominic Richards Patrick Rebeschini 16 18 0 18 Sep 2018
Decentralized Dictionary Learning Over Time-Varying Digraphs Amir Daneshmand Ying Sun G. Scutari F. Facchinei Brian M. Sadler FedML 41 10 0 17 Aug 2018
PADS: Practical Attestation for Highly Dynamic Swarm Topologies Moreno Ambrosin Mauro Conti Riccardo Lazzeretti Md Masoom Rabbani Silvio Ranise 19 43 0 14 Jun 2018
Eigenvector Computation and Community Detection in Asynchronous Gossip Models Frederik Mallmann-Trenn Cameron Musco Christopher Musco 23 9 0 23 Apr 2018
Asynchronous Gradient-Push Mahmoud Assran Michael G. Rabbat 14 61 0 23 Mar 2018
Ergodicity in Stationary Graph Processes: A Weak Law of Large Numbers Fernando Gama Alejandro Ribeiro 27 15 0 12 Mar 2018
Momentum and Stochastic Momentum for Stochastic Gradient, Newton, Proximal Point and Subspace Descent Methods Nicolas Loizou Peter Richtárik 19 200 0 27 Dec 2017
Stochastic Optimization from Distributed, Streaming Data in Rate-limited Networks M. Nokleby W. Bajwa 21 16 0 25 Apr 2017
Token-based Function Computation with Memory Student Member Ieee Saber Salehkaleybar F. I. S. Jamaloddin Golestani 18 0 0 26 Mar 2017
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features P. Bouboulis S. Chouvardas Sergios Theodoridis 32 69 0 23 Mar 2017
A Tutorial on Modeling and Analysis of Dynamic Social Networks. Part I A. Proskurnikov R. Tempo 35 493 0 23 Jan 2017
Decentralized Frank-Wolfe Algorithm for Convex and Non-convex Problems Hoi-To Wai Jean Lafond Anna Scaglione Eric Moulines 69 89 0 05 Dec 2016
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems Chung-Kai Yu M. Schaar Ali H. Sayed 23 85 0 29 Jul 2016
Coordinate-Descent Diffusion Learning by Networked Agents Chengcheng Wang Yonggang Zhang Bicheng Ying Ali H. Sayed 23 16 0 06 Jul 2016
A New Approach to Dimensionality Reduction for Anomaly Detection in Data Traffic Tingshan Huang H. Sethu Nagarajan Kandasamy 6 37 0 14 Jun 2016
Distributed Detection over Adaptive Networks: Refined Asymptotics and the Role of Connectivity Vincenzo Matta P. Braca S. Maranò Ali H. Sayed 28 39 0 26 Jan 2016
Push sum with transmission failures B. Gerencsér Julien Hendrickx 27 9 0 30 Apr 2015
Decentralized learning for wireless communications and networking G. Giannakis Qing Ling Gonzalo Mateos I. Schizas Hao Zhu 43 88 0 30 Mar 2015
Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data M. R. Gholami M. Jansson E. Ström Ali H. Sayed DiffM MedIm 26 16 0 09 Dec 2014
Social Learning and Distributed Hypothesis Testing Anusha Lalitha T. Javidi Anand D. Sarwate 32 178 0 16 Oct 2014
Distributed Clustering and Learning Over Networks Xiaochuan Zhao Ali H. Sayed FedML 42 93 0 22 Sep 2014
Stability and Performance Limits of Adaptive Primal-Dual Networks Zaid J. Towfic Ali H. Sayed 31 50 0 16 Aug 2014
Distributed Diffusion-Based LMS for Node-Specific Adaptive Parameter Estimation J. Plata-Chaves N. Bogdanović K. Berberidis 29 85 0 08 Aug 2014
Distributed Diffusion-based LMS for Node-Specific Parameter Estimation over Adaptive Networks N. Bogdanović J. Plata-Chaves K. Berberidis 33 40 0 30 Jun 2014
On Decentralized Estimation with Active Queries Theodoros Tsiligkaridis Brian M. Sadler Alfred Hero 56 25 0 30 Dec 2013
A Chemistry-Inspired Framework for Achieving Consensus in Wireless Sensor Networks Massimo Monti L. Sanguinetti C. Tschudin M. Luise 43 7 0 27 Aug 2013
Distributed Bayesian inference for consistent labeling of tracked objects in non-overlapping camera networks Jiuqing Wan Li Liu 38 7 0 05 Jun 2013
Convergence and Applications of a Gossip-based Gauss-Newton Algorithm Xiao Li Anna Scaglione 43 34 0 28 Sep 2012
Distributed Pareto Optimization via Diffusion Strategies Jianshu Chen Ali H. Sayed 71 174 0 13 Aug 2012
Performance Limits for Distributed Estimation Over LMS Adaptive Networks Xiaochuan Zhao Ali H. Sayed 37 140 0 17 Jun 2012