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CLIN
2004
15 years 8 months ago
Machine Learning and the Cognitive Basis of Natural Language
Machine learning and statistical methods have yielded impressive results in a wide variety of natural language processing tasks. These advances have generally been regarded as eng...
Shalom Lappin
114
Voted
MICCAI
2005
Springer
16 years 7 months ago
Riemannian Elasticity: A Statistical Regularization Framework for Non-linear Registration
In inter-subject registration, one often lacks a good model of the transformation variability to choose the optimal regularization. Some works attempt to model the variability in a...
Xavier Pennec, Radu Stefanescu, Vincent Arsigny, P...
CIMCA
2005
IEEE
16 years 8 days ago
Statistical Learning Procedure in Loopy Belief Propagation for Probabilistic Image Processing
We give a fast and practical algorithm for statistical learning hyperparameters from observable data in probabilistic image processing, which is based on Gaussian graphical model ...
Kazuyuki Tanaka
AUTOMATICA
2005
50views more  AUTOMATICA 2005»
15 years 6 months ago
Identification of piecewise affine systems based on statistical clustering technique
This paper is concerned with the identification of a class of piecewise affine systems called a piecewise affine autoregressive exogenous (PWARX) model. The PWARX model is compose...
Hayato Nakada, Kiyotsugu Takaba, Tohru Katayama
SIGDIAL
2010
15 years 4 months ago
Representing Uncertainty about Complex User Goals in Statistical Dialogue Systems
We point out several problems in scalingup statistical approaches to spoken dialogue systems to enable them to deal with complex but natural user goals, such as disjunctive and ne...
Paul A. Crook, Oliver Lemon