Prati
Neil D. Lawrence
Neil D. Lawrence
University of Cambridge
Potvrđena adresa e-pošte na cl.cam.ac.uk - Početna stranica
Naslov
Citirano
Citirano
Godina
Dataset shift in machine learning
J Quinonero-Candela, M Sugiyama, A Schwaighofer, ND Lawrence
Mit Press, 2008
17592008
Probabilistic non-linear principal component analysis with Gaussian process latent variable models.
N Lawrence
Journal of machine learning research 6 (11), 2005
12232005
Gaussian processes for big data
J Hensman, N Fusi, ND Lawrence
arXiv preprint arXiv:1309.6835, 2013
12052013
Deep Gaussian processes
A Damianou, ND Lawrence
Artificial intelligence and statistics, 207-215, 2013
11232013
Gaussian process latent variable models for visualisation of high dimensional data
N Lawrence
Advances in neural information processing systems 16, 2003
10772003
Kernels for vector-valued functions: A review
MA Alvarez, L Rosasco, ND Lawrence
Foundations and Trends® in Machine Learning 4 (3), 195-266, 2012
8292012
Wifi-slam using gaussian process latent variable models.
B Ferris, D Fox, ND Lawrence
IJCAI 7 (1), 2480-2485, 2007
7132007
Fast sparse Gaussian process methods: The informative vector machine
N Lawrence, M Seeger, R Herbrich
Advances in neural information processing systems 15, 2002
7012002
Fast forward selection to speed up sparse Gaussian process regression
MW Seeger, CKI Williams, ND Lawrence
International Workshop on Artificial Intelligence and Statistics, 254-261, 2003
5882003
Bayesian Gaussian process latent variable model
M Titsias, ND Lawrence
Proceedings of the thirteenth international conference on artificial …, 2010
5432010
Variational information distillation for knowledge transfer
S Ahn, SX Hu, A Damianou, ND Lawrence, Z Dai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
4062019
Learning to learn with the informative vector machine
ND Lawrence, JC Platt
Proceedings of the twenty-first international conference on Machine learning, 65, 2004
3992004
Computationally efficient convolved multiple output Gaussian processes
MA Alvarez, ND Lawrence
The Journal of Machine Learning Research 12, 1459-1500, 2011
3522011
Advances in neural information processing systems
K Sohn, H Lee, X Yan, C Cortes, N Lawrence, D Lee
Neural Information Processing Systems Foundation, Curran Associates, Inc …, 2015
3442015
Batch Bayesian optimization via local penalization
J González, Z Dai, P Hennig, N Lawrence
Artificial intelligence and statistics, 648-657, 2016
3242016
Non-linear matrix factorization with Gaussian processes
ND Lawrence, R Urtasun
Proceedings of the 26th annual international conference on machine learning …, 2009
2872009
Local distance preservation in the GP-LVM through back constraints
ND Lawrence, J Quinonero-Candela
Proceedings of the 23rd international conference on Machine learning, 513-520, 2006
2862006
Advances in Neural Information Processing Systems
Z Ghahramani, M Welling, C Cortes, ND Lawrence, KQ Weinberger
Inc.: Red Hook, NY, USA 27, 2014
274*2014
Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling
P Perdikaris, M Raissi, A Damianou, ND Lawrence, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2017
2682017
Sparse convolved Gaussian processes for multi-output regression
M Alvarez, N Lawrence
Advances in neural information processing systems 21, 2008
2592008
Sustav trenutno ne može provesti ovu radnju. Pokušajte ponovo kasnije.
Članci 1–20