Gaussian Processes in Practice Workshop, Bletchley Park 2006

An Exchanging-based Refinement to Sparse Gaussian Process Regression

author: Ping Sun, University of Birmingham
published: Feb. 25, 2007, recorded: June 2006, views: 4386

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Description

We propose a backward deletion procedure to Sparse Gaussian Process Regression (SGPR) model, which can be used to refine a number of se- quential forward selection algorithms addressed recently. Some experi- mental results demonstrate the effectiveness of our approach.

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Reviews and comments:

1 herla, July 17, 2007 at 6:53 a.m.:

sugiero que se grave el contenido, se observa que en los videos se graba al expositor en el momento en que el esta refiriendose al tema en la presentacion pero la camara termina enfocando solo al expositor y eso hace perder el contenido del tema, mejoren la grabacion.

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