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» Learning Submodular Functions
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NPL
2000
60views more  NPL 2000»
14 years 10 months ago
A Minimax Method for Learning Functional Networks
Enrique Castillo, José Manuel Gutiér...
57
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INFORMS
2002
56views more  INFORMS 2002»
14 years 9 months ago
Minimizing the Average Query Complexity of Learning Monotone Boolean Functions
Vetle I. Torvik, Evangelos Triantaphyllou
JCB
2002
104views more  JCB 2002»
14 years 9 months ago
Learning Gene Functional Classifications from Multiple Data Types
Paul Pavlidis, Jason Weston, Jinsong Cai, William ...
JMLR
2012
13 years 17 days ago
Learning Fourier Sparse Set Functions
Peter Stobbe, Andreas Krause
COLT
1993
Springer
15 years 2 months ago
Learning from a Population of Hypotheses
We introduce a new formal model in which a learning algorithm must combine a collection of potentially poor but statistically independent hypothesis functions in order to approxima...
Michael J. Kearns, H. Sebastian Seung