Diffusion Adaptation over Networks

18 May 2012

Papers citing "Diffusion Adaptation over Networks"

43 / 43 papers shown

Title
Crowd Modeling and Control via Cooperative Adaptive Filtering Zirui Wan Saeid Sanei 18 0 0 14 Oct 2023
Adaptive Consensus: A network pruning approach for decentralized optimization S. Shah A. Berahas Raghu Bollapragada 27 2 0 06 Sep 2023
Consensus analysis of random sub-graphs for distributed filtering with link failures S. Battilotti F. Cacace M. d’Angelo 28 1 0 08 May 2023
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming Parvin Nazari Ahmad Mousavi Davoud Ataee Tarzanagh George Michailidis 41 4 0 08 Nov 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
Resilient Distributed Diffusion in Networks with Adversaries Jiani Li W. Abbas X. Koutsoukos AAML 18 31 0 23 Mar 2020
Social Learning with Partial Information Sharing Virginia Bordignon Vincenzo Matta Ali H. Sayed FedML 21 20 0 30 Oct 2019
On Maintaining Linear Convergence of Distributed Learning and Optimization under Limited Communication Sindri Magnússon H. S. Ghadikolaei Na Li 27 81 0 26 Feb 2019
Sparsity Constrained Distributed Unmixing of Hyperspectral Data Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 11 23 0 20 Feb 2019
Push-Pull Gradient Methods for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 16 318 0 15 Oct 2018
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization G. Scutari Ying Sun 37 61 0 17 May 2018
Consensus-based Distributed Quantile Estimation in Sensor Networks Jongmin Lee C. Tepedelenlioğlu A. Spanias 14 1 0 01 May 2018
Deterministic and Randomized Diffusion based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Sparse Signal Recovery S. Mukhopadhyay M. Chakraborty 22 3 0 23 Apr 2018
A Push-Pull Gradient Method for Distributed Optimization in Networks Shi Pu Wei Shi Jinming Xu A. Nedić 19 98 0 20 Mar 2018
Detection under One-Bit Messaging over Adaptive Networks S. Maranò Ali H. Sayed 26 10 0 18 Mar 2018
Partial Consensus and Conservative Fusion of Gaussian Mixtures for Distributed PHD Fusion Tiancheng Li J. Corchado Shudong Sun 21 79 0 29 Nov 2017
Distributed Unmixing of Hyperspectral Data With Sparsity Constraint Sara Khoshsokhan Roozbeh Rajabi H. Zayyani 25 4 0 03 Nov 2017
Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks Patricia Binder Michael Muma A. Zoubir 11 15 0 31 Aug 2017
A Connectedness Constraint for Learning Sparse Graphs Martin Sundin Arun Venkitaraman M. Jansson S. Chatterjee 26 14 0 29 Aug 2017
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features P. Bouboulis S. Chouvardas Sergios Theodoridis 40 69 0 23 Mar 2017
Decentralized Clustering and Linking by Networked Agents S. Khawatmi Ali H. Sayed A. Zoubir 14 20 0 28 Oct 2016
Diffusion LMS for Multitask Problems with Local Linear Equality Constraints Roula Nassif C. Richard A. Ferrari Ali H. Sayed 13 53 0 10 Oct 2016
Geometrically Convergent Distributed Optimization with Uncoordinated Step-Sizes A. Nedić Alexander Olshevsky Wei Shi César A. Uribe 10 140 0 19 Sep 2016
Distributed Learning for Stochastic Generalized Nash Equilibrium Problems Chung-Kai Yu M. Schaar Ali H. Sayed 28 85 0 29 Jul 2016
Proximal Multitask Learning over Networks with Sparsity-inducing Coregularization Roula Nassif C. Richard A. Ferrari Ali H. Sayed 20 58 0 04 Sep 2015
Stochastic Behavior of the Nonnegative Least Mean Fourth Algorithm for Stationary Gaussian Inputs and Slow Learning J. Ni Jian Yang Jie Chen C. Richard J. Bermudez 11 7 0 24 Aug 2015
Distributed image reconstruction for very large arrays in radio astronomy A. Ferrari D. Mary Rémi Flamary C. Richard 18 11 0 02 Jul 2015
Adaptive Diffusion Schemes for Heterogeneous Networks Jesus Fernandez-Bes J. Arenas-García Magno T. M. Silva L. A. Azpicueta-Ruiz 36 31 0 08 Apr 2015
Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data M. R. Gholami M. Jansson E. Ström Ali H. Sayed DiffM MedIm 29 16 0 09 Dec 2014
Sparse Distributed Learning via Heterogeneous Diffusion Adaptive Networks B. K. Das M. Chakraborty J. Arenas-García 23 5 0 26 Oct 2014
Distributed Clustering and Learning Over Networks Xiaochuan Zhao Ali H. Sayed FedML 42 93 0 22 Sep 2014
Analysis of a Reduced-Communication Diffusion LMS Algorithm Reza Arablouei Stefan Werner K. Doğançay Yih-Fang Huang 34 47 0 25 Aug 2014
Stability and Performance Limits of Adaptive Primal-Dual Networks Zaid J. Towfic Ali H. Sayed 39 50 0 16 Aug 2014
Distributed Diffusion-Based LMS for Node-Specific Adaptive Parameter Estimation J. Plata-Chaves N. Bogdanović K. Berberidis 31 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
Distributed Local Linear Parameter Estimation using Gaussian SPAWN M. Leng Wee Peng Tay Tony Q.S. Quek Hyundong Shin 18 21 0 11 Apr 2014
Asynchronous Adaptation and Learning over Networks - Part II: Performance Analysis Xiaochuan Zhao Ali H. Sayed 53 43 0 19 Dec 2013
Asynchronous Adaptation and Learning over Networks --- Part I: Modeling and Stability Analysis Xiaochuan Zhao Ali H. Sayed 45 81 0 19 Dec 2013
Excess-Risk of Distributed Stochastic Learners Zaid J. Towfic Jianshu Chen Ali H. Sayed 60 26 0 05 Feb 2013
Cooperative learning in multi-agent systems from intermittent measurements Naomi Ehrich Leonard Alexander Olshevsky 73 24 0 11 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 42 140 0 17 Jun 2012
Sparse Distributed Learning Based on Diffusion Adaptation P. Lorenzo Ali H. Sayed 54 219 0 14 Jun 2012