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» Learning and Consistency
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107
Voted
ALT
2006
Springer
16 years 16 days ago
On Exact Learning Halfspaces with Random Consistent Hypothesis Oracle
Nader H. Bshouty, Ehab Wattad
129
Voted
ICML
2009
IEEE
15 years 10 months ago
Probabilistic dyadic data analysis with local and global consistency
Deng Cai, Xuanhui Wang, Xiaofei He
ICML
2009
IEEE
16 years 4 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...
137
Voted
GOSLER
1995
15 years 7 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