2487 search results - page 8 / 498 » Automatic Model Selection by Modelling the Distribution of R... |
JMLR
2010
13 years 2 months ago
2010
We consider the Bellman residual minimization approach for solving discounted Markov decision problems, where we assume that a generative model of the dynamics and rewards is avai...
ML
2002
ACM
13 years 7 months ago
2002
ACM
We present a general approach to model selection and regularization that exploits unlabeled data to adaptively control hypothesis complexity in supervised learning tasks. The idea ...
BMCBI
2007
13 years 7 months ago
2007
Background: Accurate sequence alignments are essential for homology searches and for building three-dimensional structural models of proteins. Since structure is better conserved ...
ISBI
2008
IEEE
14 years 8 months ago
2008
IEEE
Model-based segmentation approaches, such as those employing Active Shape Models (ASMs), have proved to be useful for medical image segmentation and understanding. To build the mo...
EMSOFT
2008
Springer
13 years 9 months ago
2008
Springer
Relations between models are important for effective automatic validation, for comparing implementations with specifications, and for increased understanding of embedded systems d...