Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Stephen Roberts

Stephen Roberts

Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease

Nov 22, 2017
Wolfgang Fruehwirt, Matthias Gerstgrasser, Pengfei Zhang, Leonard Weydemann, Markus Waser, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Dieter Grossegger, Heinrich Garn, Gareth W. Peters, Stephen Roberts, Georg Dorffner

Figure 1 for Riemannian tangent space mapping and elastic net regularization for cost-effective EEG markers of brain atrophy in Alzheimer's disease

* Presented at NIPS 2017 Workshop on Machine Learning for Health

Access Paper or Ask Questions

Entropic Determinants

Sep 08, 2017
Diego Granziol, Stephen Roberts

Figure 1 for Entropic Determinants

Figure 2 for Entropic Determinants

Figure 3 for Entropic Determinants

Figure 4 for Entropic Determinants

* 9 pages, 10 figures, 2 tables

Access Paper or Ask Questions

Mosquito Detection with Neural Networks: The Buzz of Deep Learning

May 15, 2017
Ivan Kiskin, Bernardo Pérez Orozco, Theo Windebank, Davide Zilli, Marianne Sinka, Kathy Willis, Stephen Roberts

Figure 1 for Mosquito Detection with Neural Networks: The Buzz of Deep Learning

Figure 2 for Mosquito Detection with Neural Networks: The Buzz of Deep Learning

Figure 3 for Mosquito Detection with Neural Networks: The Buzz of Deep Learning

Figure 4 for Mosquito Detection with Neural Networks: The Buzz of Deep Learning

* For data and software related to this paper, see http://humbug.ac.uk/kiskin2017/. Submitted as a conference paper to ECML 2017

Access Paper or Ask Questions

Entropic Trace Estimates for Log Determinants

Apr 24, 2017
Jack Fitzsimons, Diego Granziol, Kurt Cutajar, Michael Osborne, Maurizio Filippone, Stephen Roberts

Figure 1 for Entropic Trace Estimates for Log Determinants

Figure 2 for Entropic Trace Estimates for Log Determinants

Figure 3 for Entropic Trace Estimates for Log Determinants

Figure 4 for Entropic Trace Estimates for Log Determinants

* 16 pages, 4 figures, 2 tables, 2 algorithms

Access Paper or Ask Questions

Bayesian Inference of Log Determinants

Apr 05, 2017
Jack Fitzsimons, Kurt Cutajar, Michael Osborne, Stephen Roberts, Maurizio Filippone

Figure 1 for Bayesian Inference of Log Determinants

Figure 2 for Bayesian Inference of Log Determinants

Figure 3 for Bayesian Inference of Log Determinants

Figure 4 for Bayesian Inference of Log Determinants

* 12 pages, 3 figures

Access Paper or Ask Questions

String and Membrane Gaussian Processes

Aug 19, 2016
Yves-Laurent Kom Samo, Stephen Roberts

Figure 1 for String and Membrane Gaussian Processes

Figure 2 for String and Membrane Gaussian Processes

Figure 3 for String and Membrane Gaussian Processes

Figure 4 for String and Membrane Gaussian Processes

* To appear in the Journal of Machine Learning Research (JMLR), Volume 17

Access Paper or Ask Questions

Generalized Spectral Kernels

Oct 09, 2015
Yves-Laurent Kom Samo, Stephen Roberts

Figure 1 for Generalized Spectral Kernels

Figure 2 for Generalized Spectral Kernels

Figure 3 for Generalized Spectral Kernels

Figure 4 for Generalized Spectral Kernels

Access Paper or Ask Questions

Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Jul 02, 2015
Steven Reece, Roman Garnett, Michael Osborne, Stephen Roberts

Figure 1 for Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Figure 2 for Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Figure 3 for Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

Figure 4 for Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

* 9 pages, 14 figures

Access Paper or Ask Questions