Concepedia

Steven Van Vaerenbergh

SV

Statistics

Publications

25

Citations

1.2K

H-Index

16

Active since

2006

Affiliations

Universidad de Cantabria(Current)

Universidad Carlos III de Madrid

Sapienza University of Rome

Edinburgh Napier University

Steven Van Vaerenbergh is an author at Universidad de Cantabria specializing in machine learning, computing, and computer science.

Publications per year

2006–2024

25

Publications

25

Kernel Recursive Least-Squares Tracker for Time-Varying Regression

Steven Van Vaerenbergh, Miguel Lázaro-Gredilla · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 173 citations

Computing, Computer Science, Bayesian Data Analysis +16

A Sliding-Window Kernel RLS Algorithm and Its Application to Nonlinear Channel Identification

Steven Van Vaerenbergh, Javier Vía · 2006 · 159 citations

Engineering, Electrical Engineering, Mathematics +16

Overlapping Mixtures of Gaussian Processes for the data association problem

Miguel Lázaro-Gredilla, Steven Van Vaerenbergh, Neil D. Lawrence · Pattern Recognition · 2011 · 106 citations

Computing, Computer Science, Data Mining +4

Fixed-budget kernel recursive least-squares

Steven Van Vaerenbergh, Ignacio Santamarı́a, Weifeng Liu et al. · 2010 · 100 citations

Computing, Computer Science, Data Mining +12

Complex-valued neural networks with nonparametric activation functions

Simone Scardapane, Steven Van Vaerenbergh, Amir Hussain et al. · IRIS Research product catalog (Sapienza University of Rome) · 2020 · 100 citations · Full text

Computing, Computer Engineering, Computer Science +11

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