2363 search results - page 78 / 473 » Learning Algorithms for Domain Adaptation |
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ICML
2009
IEEE
16 years 20 days ago
2009
IEEE
We propose abc-boost (adaptive base class boost) for multi-class classification and present abc-mart, an implementation of abcboost, based on the multinomial logit model. The key ...
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KDD
2007
ACM
16 years 8 days ago
2007
ACM
A good distance metric is crucial for many data mining tasks. To learn a metric in the unsupervised setting, most metric learning algorithms project observed data to a lowdimensio...
IROS
2007
IEEE
15 years 6 months ago
2007
IEEE
— This paper presents an algorithm for adapting periodic behavior to gradual shifts in task parameters. Since learning optimal control in high dimensional domains is subject to t...
APWEB
2005
Springer
15 years 5 months ago
2005
Springer
Complex structure and varying requirements increase the difficulties in developing domain specific Web Information Systems. People appeal to a smart tool to customize Web Informati...
MICAI
2000
Springer
15 years 3 months ago
2000
Springer
The main purpose of this work is to explore the application of Memory Based Reasoning (MBR) to adaptive behavior in agents. We discuss the design of an interface agent for e-mail m...