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CORR
2012
Springer
220views Education» more  CORR 2012»
13 years 6 months ago
Sparse Topical Coding
We present sparse topical coding (STC), a non-probabilistic formulation of topic models for discovering latent representations of large collections of data. Unlike probabilistic t...
Jun Zhu, Eric P. Xing
COLING
2000
15 years 9 days ago
Exploiting a Probabilistic Hierarchical Model for Generation
Previous stochastic approaches to generation do not include a tree-based representation of syntax. While this may be adequate or even advantageous for some applications, other app...
Srinivas Bangalore, Owen Rambow
CVPR
2004
IEEE
16 years 29 days ago
A Graphical Model Framework for Coupling MRFs and Deformable Models
This paper proposes a new framework for image segmentation based on the integration of MRFs and deformable models using graphical models. We first construct a graphical model to r...
Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
ESEC
1999
Springer
15 years 3 months ago
A Probabilistic Model for Software Projects
A probabilistic model for software development projects is constructed. The model can be applied to compute an estimate for the development time of a project. The chances of succee...
Frank Padberg
IJCNN
2000
IEEE
15 years 3 months ago
Probabilistic Neural Network Models for Sequential Data
It has already been shown how Artificial Neural Networks (ANNs) can be incorporated into probabilistic models. In this paper we review some of the approaches which have been prop...
Yoshua Bengio