1732 search results - page 138 / 347 » Selection of Generative Models in Classification |
KDD
2000
ACM
15 years 1 months ago
2000
ACM
Having access to large data sets for the purpose of predictive data mining does not guarantee good models, even when the size of the training data is virtually unlimited. Instead,...
ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...
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Voted
ICML
2008
IEEE
15 years 11 months ago
2008
IEEE
Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
CHI
2007
ACM
15 years 10 months ago
2007
ACM
We are developing a computer system which provides information about babies in neonatal intensive care to family members and friends. A key challenge is deciding what information ...
CVPR
2007
IEEE
16 years 6 days ago
2007
IEEE
We present a generative model approach to explore intrinsic semantic structures in sport videos, e.g., the camera view in American football games. We will invoke the concept of se...