2363 search results - page 278 / 473 » Learning Algorithms for Domain Adaptation |
124
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MOBIHOC
2012
ACM
13 years 3 months ago
2012
ACM
A key feature of wireless communications is the spatial reuse. However, the spatial aspect is not yet well understood for the purpose of designing efficient spectrum sharing mecha...
104
Voted
JAIR
2010
14 years 11 months ago
2010
Domain-specific features are important in representing problem structure throughout machine learning and decision-theoretic planning. In planning, once state features are provide...
106
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IJAR
2010
14 years 11 months ago
2010
Bayesian networks with mixtures of truncated exponentials (MTEs) support efficient inference algorithms and provide a flexible way of modeling hybrid domains (domains containing ...
94
Voted
KDD
2006
ACM
16 years 1 months ago
2006
ACM
The problem of time series classification has attracted great interest in the last decade. However current research assumes the existence of large amounts of labeled training data...
106
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
We present a reinforcement learning architecture, Dyna-2, that encompasses both samplebased learning and sample-based search, and that generalises across states during both learni...