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» Supervised Dictionary Learning

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NIPS
1994

120views Information Technology» more NIPS 1994»

Efficient Methods for Dealing with Missing Data in Supervised Learning

15 years 1 months ago

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We present efficient algorithms for dealing with the problem of missing inputs (incomplete feature vectors) during training and recall. Our approach is based on the approximation ...

Volker Tresp, Ralph Neuneier, Subutai Ahmad

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ICASSP
2010
IEEE

128views Signal Processing» more ICASSP 2010»

Weakly supervised learning with decision trees applied to fisheries acoustics

15 years 24 days ago

Download public.enst-bretagne.fr

This paper addresses the training of classiﬁcation trees for weakly labelled data. We call ”weakly labelled data”, a training set such as the prior labelling information pro...

Riwal Lefort, Ronan Fablet, Jean-Marc Boucher

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COLING
2008

108views Computational Linguistics» more COLING 2008»

Hybrid Reinforcement/Supervised Learning of Dialogue Policies from Fixed Data Sets

15 years 21 days ago

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James Henderson, Oliver Lemon, Kallirroi Georgila

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