| Sparse Bayesian learning and the relevance vector machine ME Tipping Journal of machine learning research 1 (Jun), 211-244, 2001 | 6769 | 2001 |
| Probabilistic principal component analysis ME Tipping, CM Bishop Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999 | 3845 | 1999 |
| Mixtures of probabilistic principal component analyzers ME Tipping, CM Bishop Neural computation 11 (2), 443-482, 1999 | 2149 | 1999 |
| The Relevance Vector Machine ME Tipping Advances in neural information processing systems, 652-658, 2000 | 1216 | 2000 |
| Fast marginal likelihood maximisation for sparse Bayesian models. ME Tipping, AC Faul AISTATS, 2003 | 1065 | 2003 |
| 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 | 924 | 2003 |
| Variational relevance vector machines CM Bishop, M Tipping arXiv preprint arXiv:1301.3838, 2013 | 512 | 2013 |
| Analysis of sparse Bayesian learning AC Faul, ME Tipping Advances in neural information processing systems 14, 383-389, 2002 | 338* | 2002 |
| Bayesian inference: An introduction to principles and practice in machine learning ME Tipping Summer School on Machine Learning, 41-62, 2003 | 315 | 2003 |
| 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 | 296 | 1998 |
| Sparse kernel principal component analysis ME Tipping | 216 | 2001 |
| Bayesian automatic relevance determination algorithms for classifying gene expression data Y Li, C Campbell, M Tipping Bioinformatics 18 (10), 1332-1339, 2002 | 211 | 2002 |
| Bayesian image super-resolution ME Tipping, CM Bishop Advances in neural information processing systems, 1303-1310, 2003 | 209 | 2003 |
| Feed-forward neural networks and topographic mappings for exploratory data analysis D Lowe, M Tipping Neural Computing & Applications 4 (2), 83-95, 1996 | 156 | 1996 |
| Bayesian regression and classification CM Bishop, ME Tipping Nato Science Series sub Series III Computer And Systems Sciences 190, 267-288, 2003 | 149 | 2003 |
| Variational inference for Student-t models: Robust Bayesian interpolation and generalised component analysis ME Tipping, ND Lawrence Neurocomputing 69 (1), 123-141, 2005 | 105 | 2005 |
| Probabilistic visualisation of high-dimensional binary data ME Tipping Advances in neural information processing systems, 592-598, 1999 | 104 | 1999 |
| Neuroscale: novel topographic feature extraction using RBF networks D Lowe, ME Tipping Advances in neural information processing systems, 543-549, 1997 | 104 | 1997 |
| 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 | 83 | 2003 |
| Shadow targets: a novel algorithm for topographic projections by radial basis functions ME Tipping, D Lowe Neurocomputing 19 (1-3), 211-222, 1998 | 57 | 1998 |
Christopher M. BishopDistinguished Scientist, Microsoft Research, Cambridge, U.K.Verified email at microsoft.com
