1864 search results - page 155 / 373 » Modeling Classification and Inference Learning |
97
Voted
ACL
2006
15 years 2 months ago
2006
Abstract--With the availability of large corpora of spoken dialog, it is now possible to use data-driven techniques to build and use models of task-oriented dialogs. In this paper,...
127
Voted
DIS
2006
Springer
15 years 4 months ago
2006
Springer
Abstract. We investigate a generative latent variable model for modelbased word saliency estimation for text modelling and classification. The estimation algorithm derived is able ...
111
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SCVMA
2004
Springer
15 years 6 months ago
2004
Springer
We introduce a generative model of dense flow fields within a layered representation of 3-dimensional scenes. Using probabilistic inference and learning techniques (namely, varia...
131
Voted
IJCAI
2001
15 years 2 months ago
2001
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
133
Voted
ICPR
2010
IEEE
14 years 10 months ago
2010
IEEE
Previous Multiple Kernel Learning approaches (MKL) employ different kernels by their linear combination. Though some improvements have been achieved over methods using single kerne...