Adaptive Robust Distributed Learning in Diffusion Sensor Networks

Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The Multiaccess MIMO Channel Case

(2011) K. Slavakis et al.   IEEE Transactions on Neural Networks and Learning Systems

Adaptive Learning in a World of Projections

(2010) Sergios Theodoridis et al.   IEEE SIGNAL PROCESSING MAGAZINE

Online Sparse System Identification and Signal Reconstruction Using Projections Onto Weighted $\ell_{1}$ Balls

(2010) Yannis Kopsinis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Adaptive Constrained Learning in Reproducing Kernel Hilbert Spaces: The Robust Beamforming Case

(2009) K. Slavakis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

An Adaptive Projected Subgradient Approach to Learning in Diffusion Networks

(2009) R.L.G. Cavalcante et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Distributed Recursive Least-Squares for Consensus-Based In-Network Adaptive Estimation

(2009) G. Mateos et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Diffusion LMS Strategies for Distributed Estimation

(2009) F.S. Cattivelli et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Distributed Estimation Over an Adaptive Incremental Network Based on the Affine Projection Algorithm

(2009) Leilei Li et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Distributed Parallel Support Vector Machines in Strongly Connected Networks

(2008) Yumao Lu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Online Kernel-Based Classification Using Adaptive Projection Algorithms

(2008) K. Slavakis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis

(2008) Cassio G. Lopes et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Consensus in Ad Hoc WSNs With Noisy Links—Part I: Distributed Estimation of Deterministic Signals

(2007) Ioannis D. Schizas et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING