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» Learning and Consistency
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95
Voted
ICML
2009
IEEE
15 years 7 months ago
Probabilistic dyadic data analysis with local and global consistency
Deng Cai, Xuanhui Wang, Xiaofei He
104
Voted
ICML
2009
IEEE
16 years 1 months ago
Learning structurally consistent undirected probabilistic graphical models
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
Sushmita Roy, Terran Lane, Margaret Werner-Washbur...
105
Voted
GOSLER
1995
15 years 3 months ago
Learning and Consistency
In designing learning algorithms it seems quite reasonable to construct them in such a way that all data the algorithm already has obtained are correctly and completely reflected...
Rolf Wiehagen, Thomas Zeugmann