1601 search results - page 35 / 321 » Learning Gaussian processes from multiple tasks |
155
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JMLR
2011
14 years 10 months ago
2011
We propose a framework MIC (Multiple Inclusion Criterion) for learning sparse models based on the information theoretic Minimum Description Length (MDL) principle. MIC provides an...
117
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ECCV
2010
Springer
15 years 7 months ago
2010
Springer
Abstract. In this paper we investigate the problem of exploiting multiple sources of information for object recognition tasks when additional modalities that are not present in the...
110
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ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
This paper proposes a new approach to the challenging open-set language detection task. Most state-of-the-art approaches make use of data sources with several out-of-set languages...
124
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SIGIR
2003
ACM
15 years 8 months ago
2003
ACM
Collaborative filtering aims at learning predictive models of user preferences, interests or behavior from community data, i.e. a database of available user preferences. In this ...
115
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IJCAI
2003
15 years 4 months ago
2003
We present a new algorithm, GM-Sarsa(0), for finding approximate solutions to multiple-goal reinforcement learning problems that are modeled as composite Markov decision processe...