Christopher M. Bishop
Christopher M. Bishop
Distinguished Scientist, Microsoft Research, Cambridge, U.K.
Adresse e-mail validée de microsoft.com - Page d'accueil
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Pattern recognition and machine learning
CM Bishop
springer 1, 740, 2006
490062006
Neural networks for pattern recognition
CM Bishop
Oxford university press, 1995
325851995
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
12579*2010
Probabilistic principal component analysis
ME Tipping, CM Bishop
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
36911999
Mixtures of probabilistic principal component analyzers
ME Tipping, CM Bishop
Neural Computation 11 (2), 443–482, 1999
21071999
GTM: The generative topographic mapping
CM Bishop, M Svensén, CKI Williams
Neural computation 10 (1), 215-234, 1998
17091998
Pulsed neural networks
W Maass, CM Bishop
MIT press, 2001
12112001
Training with noise is equivalent to Tikhonov regularization
CM Bishop
Neural computation 7 (1), 108-116, 1995
9761995
Mixture density networks
CM Bishop
Aston University, 1994
8661994
Novelty detection and neural network validation
CM Bishop
IEE Proceedings-Vision, Image and Signal processing 141 (4), 217-222, 1994
7311994
Neural networks and their applications
CM Bishop
Review of scientific instruments 65 (6), 1803-1832, 1994
7301994
Variational message passing.
J Winn, CM Bishop, T Jaakkola
Journal of Machine Learning Research 6 (4), 2005
6722005
Independent component analysis: a tutorial introduction
JV Stone
MIT press, 2004
665*2004
Variational relevance vector machines
CM Bishop, M Tipping
arXiv preprint arXiv:1301.3838, 2013
4982013
Variational Bayesian model selection for mixture distributions
A Corduneanu, CM Bishop
Artificial intelligence and Statistics 2001, 27-34, 2001
4342001
Improving the generalization properties of radial basis function neural networks
C Bishop
Neural computation 3 (4), 579-588, 1991
4241991
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
4112010
Bayesian image super resolution
ME Tipping, CM Bishop
Advances in Neural Information Processing Systems 15, 1303-1310, 2006
3972006
Bayesian pca
CM Bishop
Advances in neural information processing systems, 382-388, 1999
3901999
Principled hybrids of generative and discriminative models
JA Lasserre, CM Bishop, TP Minka
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
3702006
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