3607 search results - page 168 / 722 » Learning with structured sparsity |
133
click to vote
ICDAR
1997
IEEE
15 years 8 months ago
1997
IEEE
In this paper we present and discuss a novel approach to modeling logical structures of documents, based on a statistical representation of patterns in a document class. An effic...
122
click to vote
ACL
2008
15 years 5 months ago
2008
Chinese characters that are similar in their pronunciations or in their internal structures are useful for computer-assisted language learning and for psycholinguistic studies. Al...
117
click to vote
ACL
2004
15 years 5 months ago
2004
We present a generative model for the unsupervised learning of dependency structures. We also describe the multiplicative combination of this dependency model with a model of line...
141
click to vote
IJON
2011
14 years 10 months ago
2011
Restricted Boltzmann Machines (RBM) are well-studied generative models. For image data, however, standard RBMs are suboptimal, since they do not exploit the local nature of image ...
136
click to vote
BMCBI
2008
15 years 3 months ago
2008
Background: We present a novel method of protein fold decoy discrimination using machine learning, more specifically using neural networks. Here, decoy discrimination is represent...