PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Neil Lawrence

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Number of EPrints submitted by this user: 12

Gaussian process models for visualisation of high dimensional data
Neil Lawrence
In: NIPS 2003, 9-11 Dec 2003, Vancouver, Canada.

Learning to Learn with the Informative Vector Machine
Neil Lawrence and John Platt
In: ICML 2004, July 4-8 2004, Banff, Canada.

Probabilistic non-linear Principal Component Analysis with Gaussian Process Latent Variable Models
Neil Lawrence
Journal of Machine Learning Reasearch Volume 6, pp. 1783-1816, 2005. ISSN 1533-7928

Optimising Kernel Parameters and Regularisation Coefficients for Non-linear Discriminant Analysis
Tonatiuh Pena-Centeno and Neil Lawrence
(2004) Technical Report. University of Sheffield, Sheffield, U.K..

Local distance preservation in the GP-LVM through back constraints
Neil Lawrence and Joaquin Quinonero Candela
In: ICML 2006, 25-29th June 2006, Pittsburgh, U.S.A..

Hierarchical Gaussian process latent variable models
Neil Lawrence and Andrew Moore
In: ICML 2007, 20-24 June 2007, Corvallis, Oregon, U.S.A..

Model-driven detection of clean speech patches in noise
Jonathan Laidler, Martin Cooke and Neil Lawrence
In: Interspeech 2007, 27-31 Aug 2007, Antwerp, Belgium.

Gaussian process latent variable models for human pose estimation
Carl Henrik Ek, Philip Torr and Neil Lawrence
In: MLMI 2007, 28-30 June 2007, Brno, Czech Republic.

Gaussian process latent variable models for fault detection
Luka Eciolaza, M. Alkarouri, Neil Lawrence, V. Kadirkamanathan and Peter Fleming
In: CIDM 2007, 1-5 April 2007, Honolulu, Hawaii, USA.

WiFi-SLAM using Gaussian process latent variable models
Brian D. Ferris, Dieter Fox and Neil Lawrence
In: IJCAI 2007, 6-12 Jan 2007, Hyderabad, India.

Modelling transcriptional regulation using Gaussian processes
Neil Lawrence, Guido Sanguinetti and Magnus Rattray
In: NIPS 2006, 5-7 Dec 2007, Vancouver, Canada.

Learning for larger datasets with the Gaussian process latent variable model
Neil Lawrence
In: AISTATS 2007, 21-24 Mar 2007, San Juan, Puerto Rico.