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» Learning minimal abstractions
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80
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ICNC
2005
Springer
15 years 3 months ago
Modeling Human Learning as Context Dependent Knowledge Utility Optimization
Abstract. Humans have the ability to flexibly adjust their information processing strategy according to situational characteristics. However, such ability has been largely overloo...
Toshihiko Matsuka
96
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TIFS
2008
154views more  TIFS 2008»
14 years 10 months ago
Data Fusion and Cost Minimization for Intrusion Detection
Abstract--Statistical pattern recognition techniques have recently been shown to provide a finer balance between misdetections and false alarms than the more conventional intrusion...
Devi Parikh, Tsuhan Chen
ICANN
2009
Springer
14 years 8 months ago
MINLIP: Efficient Learning of Transformation Models
Abstract. This paper studies a risk minimization approach to estimate a transformation model from noisy observations. It is argued that transformation models are a natural candidat...
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. ...
ICML
2009
IEEE
15 years 5 months ago
Stochastic methods for l1 regularized loss minimization
Shai Shalev-Shwartz, Ambuj Tewari