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MICCAI
2002
Springer
16 years 8 months ago
Automatic Generation of Training Data for Brain Tissue Classification from MRI
Chris A. Cocosco, Alex P. Zijdenbos, Alan C. Evans
ICML
2007
IEEE
16 years 8 months ago
Linear and nonlinear generative probabilistic class models for shape contours
We introduce a robust probabilistic approach to modeling shape contours based on a lowdimensional, nonlinear latent variable model. In contrast to existing techniques that use obj...
Graham McNeill, Sethu Vijayakumar
ICML
2008
IEEE
16 years 8 months ago
An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators
Statistical and computational concerns have motivated parameter estimators based on various forms of likelihood, e.g., joint, conditional, and pseudolikelihood. In this paper, we ...
Percy Liang, Michael I. Jordan