On the Learning Behavior of Adaptive Networks—Part I: Transient Analysis

DOI10.1109/TIT.2015.2427360zbMath1359.68247arXiv1312.7581OpenAlexW2027481851MaRDI QIDQ2978589

Ali H. Sayed, Jianshu Chen

Publication date: 28 April 2017

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1312.7581

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (7)

Robust variable step-size diffusion sign-error algorithm over adaptive networks ⋮ Correction-based diffusion LMS algorithms for distributed estimation ⋮ Distributed stochastic gradient tracking methods ⋮ Analysis of compressed distributed adaptive filters ⋮ A necessary and sufficient condition for stability of LMS-based consensus adaptive filters ⋮ An outer-inner linearization method for non-convex and nondifferentiable composite regularization problems ⋮ Fast Decentralized Nonconvex Finite-Sum Optimization with Recursive Variance Reduction

This page was built for publication: On the Learning Behavior of Adaptive Networks—Part I: Transient Analysis