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Alexis Boukouvalas

Aston University

Enriched Mixtures of Gaussian Process Experts

May 30, 2019
Charles W. L. Gadd, Sara Wade, Alexis Boukouvalas


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Adaptive Sensor Placement for Continuous Spaces

May 16, 2019
James A Grant, Alexis Boukouvalas, Ryan-Rhys Griffiths, David S Leslie, Sattar Vakili, Enrique Munoz de Cote

* 13 pages, accepted to ICML 2019 

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Decision Variance in Online Learning

Jul 24, 2018
Sattar Vakili, Alexis Boukouvalas


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GPflow: A Gaussian process library using TensorFlow

Oct 27, 2016
Alexander G. de G. Matthews, Mark van der Wilk, Tom Nickson, Keisuke Fujii, Alexis Boukouvalas, Pablo León-Villagrá, Zoubin Ghahramani, James Hensman


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Simple approximate MAP Inference for Dirichlet processes

Nov 04, 2014
Yordan P. Raykov, Alexis Boukouvalas, Max A. Little

* 11 pages, 4 Figures, 5 Tables 

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Gaussian Process Quantile Regression using Expectation Propagation

Jun 27, 2012
Alexis Boukouvalas, Remi Barillec, Dan Cornford

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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