1601 search results - page 16 / 321 » Learning Gaussian processes from multiple tasks |
ICASSP
2010
IEEE
14 years 9 months ago
2010
IEEE
The TDOA-based acoustic source localization approaches suffer from a pairing problem in the case of multiple dimensions and multiple sources. To resolve this problem, usually thre...
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ICMLA
2010
14 years 9 months ago
2010
Abstract--Learning multiple related tasks from data simultaneously can improve predictive performance relative to learning these tasks independently. In this paper we propose a nov...
JMLR
2010
14 years 6 months ago
2010
Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process pers...
ATAL
2009
Springer
15 years 6 months ago
2009
Springer
We consider the setting of multiple collaborative agents trying to complete a set of tasks as assigned by a centralized controller. We propose a scalable method called“Assignmen...
IUI
2009
ACM
15 years 8 months ago
2009
ACM
Numerous techniques exist to help users automate repetitive tasks; however, none of these methods fully support enduser creation, use, and modification of the learned tasks. We pr...