Christopher M. Bishop
Christopher M. Bishop
Distinguished Scientist, Microsoft Research, Cambridge, U.K.
Verifierad e-postadress på microsoft.com - Startsida
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Pattern recognition and machine learning
CM Bishop
springer 1, 740, 2006
476552006
Neural networks for pattern recognition
CM Bishop
Oxford university press, 1995
322031995
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
11804*2010
Probabilistic principal component analysis
ME Tipping, CM Bishop
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 1999
35731999
Mixtures of probabilistic principal component analyzers
ME Tipping, CM Bishop
Neural Computation 11 (2), 443–482, 1999
20451999
GTM: The generative topographic mapping
CM Bishop, M Svensén, CKI Williams
Neural computation 10 (1), 215-234, 1998
16781998
Pulsed neural networks
W Maass, CM Bishop
MIT press, 2001
11982001
Training with noise is equivalent to Tikhonov regularization
CM Bishop
Neural computation 7 (1), 108-116, 1995
9471995
Mixture density networks
CM Bishop
Aston University, 1994
8151994
Independent component analysis: a tutorial introduction
JV Stone
MIT press, 2004
7412004
Neural networks and their applications
CM Bishop
Review of scientific instruments 65 (6), 1803-1832, 1994
7311994
Novelty detection and neural network validation
CM Bishop
IEE Proceedings-Vision, Image and Signal processing 141 (4), 217-222, 1994
7281994
Variational message passing
J Winn, CM Bishop
Journal of Machine Learning Research 6 (Apr), 661-694, 2005
6592005
Bayesian image super resolution
ME Tipping, CM Bishop
Advances in Neural Information Processing Systems 15, 1303-1310, 2006
508*2006
Variational relevance vector machines
CM Bishop, M Tipping
arXiv preprint arXiv:1301.3838, 2013
4872013
Variational Bayesian model selection for mixture distributions
A Corduneanu, CM Bishop
Artificial intelligence and Statistics 2001, 27-34, 2001
4282001
Improving the generalization properties of radial basis function neural networks
C Bishop
Neural computation 3 (4), 579-588, 1991
4261991
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
4012010
The 2005 pascal visual object classes challenge
M Everingham, A Zisserman, CKI Williams, L Van Gool, M Allan, ...
Machine Learning Challenges Workshop, 117-176, 2005
3832005
Bayesian pca
CM Bishop
Advances in neural information processing systems, 382-388, 1999
3801999
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Artiklar 1–20