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IFIP12
2004
14 years 7 days ago
Ensembles of Multi-Instance Neural Networks
: Recently, multi-instance classification algorithm BP-MIP and multi-instance regression algorithm BP-MIR both based on neural networks have been proposed. In this paper, neural ne...
Min-Ling Zhang, Zhi-Hua Zhou
ICML
2009
IEEE
13 years 8 months ago
Learning prediction suffix trees with Winnow
Nikolaos Karampatziakis, Dexter Kozen
COMBINATORICA
2010
13 years 8 months ago
On a poset of trees
Péter Csikvári
JMLR
2010
136views more  JMLR 2010»
13 years 5 months ago
Reducing Label Complexity by Learning From Bags
We consider a supervised learning setting in which the main cost of learning is the number of training labels and one can obtain a single label for a bag of examples, indicating o...
Sivan Sabato, Nathan Srebro, Naftali Tishby