Mike Tipping
Mike Tipping
Director of Machine Learning, HomeLink Ltd / Visiting Professor, University of Bath, U.K.
Verified email at miketipping.com - Homepage
Title
Cited by
Cited by
Year
Sparse Bayesian learning and the relevance vector machine
ME Tipping
Journal of machine learning research 1 (Jun), 211-244, 2001
67022001
Probabilistic principal component analysis
ME Tipping, CM Bishop
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
38071999
Mixtures of probabilistic principal component analyzers
ME Tipping, CM Bishop
Neural computation 11 (2), 443-482, 1999
21301999
The Relevance Vector Machine
ME Tipping
Advances in neural information processing systems, 652-658, 2000
12072000
Fast marginal likelihood maximisation for sparse Bayesian models.
ME Tipping, AC Faul
AISTATS, 2003
10562003
Use of the zero norm with linear models and kernel methods
J Weston, A Elisseeff, B Schölkopf, M Tipping
The Journal of Machine Learning Research 3, 1439-1461, 2003
9212003
Variational relevance vector machines
CM Bishop, M Tipping
arXiv preprint arXiv:1301.3838, 2013
5092013
Analysis of sparse Bayesian learning
AC Faul, ME Tipping
Advances in neural information processing systems 14, 383-389, 2002
336*2002
Bayesian inference: An introduction to principles and practice in machine learning
ME Tipping
Summer School on Machine Learning, 41-62, 2003
3132003
A hierarchical latent variable model for data visualization
CM Bishop, ME Tipping
IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (3), 281-293, 1998
2961998
Sparse kernel principal component analysis
ME Tipping
2152001
Bayesian automatic relevance determination algorithms for classifying gene expression data
Y Li, C Campbell, M Tipping
Bioinformatics 18 (10), 1332-1339, 2002
2102002
Bayesian image super-resolution
ME Tipping, CM Bishop
Advances in neural information processing systems, 1303-1310, 2003
2062003
Feed-forward neural networks and topographic mappings for exploratory data analysis
D Lowe, M Tipping
Neural Computing & Applications 4 (2), 83-95, 1996
1561996
Bayesian regression and classification
CM Bishop, ME Tipping
Nato Science Series sub Series III Computer And Systems Sciences 190, 267-288, 2003
1482003
Variational inference for Student-t models: Robust Bayesian interpolation and generalised component analysis
ME Tipping, ND Lawrence
Neurocomputing 69 (1), 123-141, 2005
1052005
Neuroscale: novel topographic feature extraction using RBF networks
D Lowe, ME Tipping
Advances in neural information processing systems, 543-549, 1997
1041997
Probabilistic visualisation of high-dimensional binary data
ME Tipping
Advances in neural information processing systems, 592-598, 1999
1021999
Bayesian extension to the language model for ad hoc information retrieval
H Zaragoza, D Hiemstra, M Tipping
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
832003
Shadow targets: a novel algorithm for topographic projections by radial basis functions
ME Tipping, D Lowe
IET Digital Library, 1997
571997
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