Mike Tipping
Mike Tipping
Professor of Data Science, University of Bath, U.K.
Verified email at miketipping.com - Homepage
TitleCited byYear
Sparse Bayesian learning and the relevance vector machine
ME Tipping
Journal of machine learning research 1 (Jun), 211-244, 2001
57912001
Probabilistic principal component analysis
ME Tipping, CM Bishop
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
31091999
Mixtures of probabilistic principal component analyzers
ME Tipping, CM Bishop
Neural computation 11 (2), 443-482, 1999
19031999
The Relevance Vector Machine
ME Tipping
Advances in neural information processing systems, 652-658, 2000
11042000
Fast marginal likelihood maximisation for sparse Bayesian models.
ME Tipping, AC Faul
AISTATS, 2003
9352003
Use of the zero-norm with linear models and kernel methods
J Weston, A Elisseeff, B Schölkopf, M Tipping
Journal of machine learning research 3 (Mar), 1439-1461, 2003
8372003
Variational relevance vector machines
CM Bishop, ME Tipping
Proceedings of the Sixteenth conference on Uncertainty in artificial …, 2000
4572000
Bayesian image super-resolution
ME Tipping, CM Bishop
Advances in neural information processing systems, 1303-1310, 2003
2952003
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
2811998
Analysis of sparse Bayesian learning
AC Faul, ME Tipping
Advances in neural information processing systems 14, 383-389, 2002
2802002
Bayesian inference: An introduction to principles and practice in machine learning
ME Tipping
Summer School on Machine Learning, 41-62, 2003
2672003
Bayesian automatic relevance determination algorithms for classifying gene expression data
Y Li, C Campbell, M Tipping
Bioinformatics 18 (10), 1332-1339, 2002
1922002
Sparse kernel principal component analysis
ME Tipping
1912001
Feed-forward neural networks and topographic mappings for exploratory data analysis
D Lowe, M Tipping
Neural Computing & Applications 4 (2), 83-95, 1996
1471996
Bayesian regression and classification
CM Bishop, ME Tipping
Nato Science Series sub Series III Computer And Systems Sciences 190, 267-288, 2003
1402003
Neuroscale: Novel topographic feature extraction using RBF networks
D Lowe, ME Tipping
Advances in neural information processing systems, 543-549, 1997
941997
Variational inference for Student-t models: Robust Bayesian interpolation and generalised component analysis
ME Tipping, ND Lawrence
Neurocomputing 69 (1), 123-141, 2005
912005
Probabilistic visualisation of high-dimensional binary data
ME Tipping
Advances in neural information processing systems, 592-598, 1999
891999
Bayesian extension to the language model for ad hoc information retrieval
H Zaragoza, 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
541997
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