Christopher M. Bishop
Christopher M. Bishop
Distinguished Scientist, Microsoft Research, Cambridge, U.K.
Dirección de correo verificada de microsoft.com - Página principal
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Citado por
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Pattern recognition and machine learning
CM Bishop
springer 1, 740, 2006
425202006
Neural networks for pattern recognition
CM Bishop
Oxford university press, 1995
310761995
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
10002*2010
Probabilistic principal component analysis
ME Tipping, CM Bishop
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
32711999
Mixtures of probabilistic principal component analyzers
ME Tipping, CM Bishop
Neural Computation 11 (2), 443–482, 1999
19501999
GTM: The generative topographic mapping
CM Bishop, M Svensén, CKI Williams
Neural computation 10 (1), 215-234, 1998
16411998
Pulsed neural networks
W Maass, CM Bishop
MIT press, 2001
11762001
Training with noise is equivalent to Tikhonov regularization
CM Bishop
Neural computation 7 (1), 108-116, 1995
8291995
Neural networks and their applications
CM Bishop
Review of scientific instruments 65 (6), 1803-1832, 1994
7041994
Independent component analysis: a tutorial introduction
JV Stone
MIT press, 2004
7002004
Novelty detection and neural network validation
CM Bishop
IEE Proceedings-Vision, Image and Signal processing 141 (4), 217-222, 1994
6721994
Mixture density networks
CM Bishop
Aston University, 1994
6641994
Variational message passing
J Winn, CM Bishop
Journal of Machine Learning Research 6 (Apr), 661-694, 2005
6042005
Bayesian image super resolution
ME Tipping, CM Bishop
Advances in Neural Information Processing Systems 15, 1303-1310, 2006
4852006
Variational relevance vector machines
CM Bishop, M Tipping
arXiv preprint arXiv:1301.3838, 2013
4702013
Improving the generalization properties of radial basis function neural networks
C Bishop
Neural computation 3 (4), 579-588, 1991
4121991
Variational Bayesian model selection for mixture distributions
A Corduneanu, CM Bishop
Artificial intelligence and Statistics 2001, 27-34, 2001
4032001
Beyond atopy: multiple patterns of sensitization in relation to asthma in a birth cohort study
A Simpson, VYF Tan, J Winn, M Svensen, CM Bishop, DE Heckerman, ...
American journal of respiratory and critical care medicine 181 (11), 1200-1206, 2010
3742010
Bayesian pca
CM Bishop
Advances in neural information processing systems, 382-388, 1999
3581999
Principled hybrids of generative and discriminative models
JA Lasserre, CM Bishop, TP Minka
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
3402006
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Artículos 1–20