C.M. Bishop

Neural Networks for Pattern Recognition.

Nicholas Lange, C.M. Bishop, B. D. Ripley · Journal of the American Statistical Association · 1997 · 465 citations

Computing, Computer Science, Computer Vision +13

Principled Hybrids of Generative and Discriminative Models

Julia Lasserre, C.M. Bishop, Thomas P. Minka · 2006 · 343 citations

Computing, Computer Science, Computer Vision +11

A hierarchical latent variable model for data visualization

C.M. Bishop, Michael E. Tipping · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 202 citations

Computing, Visualization, Data Visualization +15

Multiple atopy phenotypes and their associations with asthma: similar findings from two birth cohorts

Nevena Lazic, Graham Roberts, Adnan Čustović et al. · Allergy · 2013 · 166 citations

Life Sciences, Immunology, Allergy +6

Generative versus Discriminative Methods for Object Recognition

İlkay Ulusoy, C.M. Bishop · 2005 · 150 citations

Computing, Computer Science, Computer Vision +9