1601 search results - page 110 / 321 » Learning Gaussian processes from multiple tasks |
121
Voted
ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
This paper proposes an interpolating extension to hidden Markov models (HMMs), which allows more accurate modeling of natural sounds sources. The model is able to produce observat...
161
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IJCAI
2001
15 years 5 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...
142
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NLP
2000
15 years 7 months ago
2000
In this article we compare the performance of various machine learning algorithms on the task of constructing word-sense disambiguation rules from data. The distinguishing characte...
187
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Compressive sensing accurately reconstructs a signal that is sparse in some basis from measurements, generally consisting of the signal’s inner products with Gaussian random vec...
116
Voted
ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
Smart homes for the aging population have recently started attracting the attention of the research community. One of the problems of interest is this of monitoring the activities...