2184 search results - page 62 / 437 » Relative Entropy and Statistics |
119
Voted
CORR
2010
Springer
15 years 4 months ago
2010
Springer
In this paper we propose an approximated structured prediction framework for large scale graphical models and derive message-passing algorithms for learning their parameters effic...
101
Voted
TIT
2008
15 years 3 months ago
2008
One-to-one codes are "one shot" codes that assign a distinct codeword to source symbols and are not necessarily prefix codes (more generally, uniquely decodable). For ex...
143
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HICSS
2003
IEEE
15 years 9 months ago
2003
IEEE
Inductive representation of conditional knowledge means to complete knowledge appropriately and can be looked upon as an instance of quite a general representation problem. The cr...
123
Voted
ICDM
2002
IEEE
15 years 9 months ago
2002
IEEE
This paper describes an unsupervised algorithm for segmenting categorical time series into episodes. The VOTING-EXPERTS algorithm first collects statistics about the frequency an...
151
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CVPR
1997
IEEE
15 years 8 months ago
1997
IEEE
This paper presents a novel theory for learning generic prior models from a set of observed natural images based on a minimax entropy theory that the authors studied in modeling t...