Christopher M. Bishop
Christopher M. Bishop
Distinguished Scientist, Microsoft Research, Cambridge, U.K.
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
Pattern recognition and machine learning
CM Bishop
springer 1, 740, 2006
52884*2006
Neural networks for pattern recognition
CM Bishop
Oxford university press, 1995
335041995
The pascal visual object classes (voc) challenge
M Everingham, L Van Gool, CKI Williams, J Winn, A Zisserman
International journal of computer vision 88 (2), 303-338, 2010
136512010
Probabilistic principal component analysis
ME Tipping, CM Bishop
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
38731999
Mixtures of probabilistic principal component analyzers
ME Tipping, CM Bishop
Neural Computation 11 (2), 443–482, 1999
21381999
GTM: The generative topographic mapping
CM Bishop, M Svensén, CKI Williams
Neural computation 10 (1), 215-234, 1998
17471998
Pulsed neural networks
W Maass, CM Bishop
MIT press, 2001
12162001
Training with noise is equivalent to Tikhonov regularization
CM Bishop
Neural computation 7 (1), 108-116, 1995
10821995
Mixture density networks
CM Bishop
Aston University, 1994
9771994
Neural networks and their applications
CM Bishop
Review of scientific instruments 65 (6), 1803-1832, 1994
7681994
Novelty detection and neural network validation
CM Bishop
IEE Proceedings-Vision, Image and Signal processing 141 (4), 217-222, 1994
7611994
Variational message passing.
J Winn, CM Bishop, T Jaakkola
Journal of Machine Learning Research 6 (4), 2005
7012005
Independent component analysis: a tutorial introduction
JV Stone
MIT press, 2004
6692004
Variational relevance vector machines
CM Bishop, M Tipping
arXiv preprint arXiv:1301.3838, 2013
5172013
Variational Bayesian model selection for mixture distributions
A Corduneanu, CM Bishop
Artificial intelligence and Statistics 2001, 27-34, 2001
4642001
Improving the generalization properties of radial basis function neural networks
C Bishop
Neural computation 3 (4), 579-588, 1991
4341991
Beyond atopy: multiple patterns of sensitization in relation to asthma in a birth cohort study
A Simpson, VYF Tan, J Winn, M Svensén, CM Bishop, DE Heckerman, ...
American journal of respiratory and critical care medicine 181 (11), 1200-1206, 2010
4322010
Bayesian pca
CM Bishop
Advances in neural information processing systems, 382-388, 1999
4151999
Bayesian image super resolution
ME Tipping, CM Bishop
Advances in Neural Information Processing Systems 15, 1303-1310, 2006
4052006
Principled hybrids of generative and discriminative models
JA Lasserre, CM Bishop, TP Minka
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
3892006
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Articles 1–20