Sciweavers

12943 search results - page 223 / 2589
» Predicting When Not to Predict
Sort
View
JMLR
2010
130views more  JMLR 2010»
13 years 5 months ago
A Regularization Approach to Nonlinear Variable Selection
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Ales...
JOCN
2010
75views more  JOCN 2010»
13 years 5 months ago
Functional Overlap between Regions Involved in Speech Perception and in Monitoring One's Own Voice during Speech Production
The fluency and the reliability of speech production suggest a mechanism that links motor commands and sensory feedback. Here, we examined the neural organization supporting such ...
Zane Z. Zheng, Kevin G. Munhall, Ingrid S. Johnsru...
ICML
2010
IEEE
13 years 12 months ago
Efficient Learning with Partially Observed Attributes
We describe and analyze efficient algorithms for learning a linear predictor from examples when the learner can only view a few attributes of each training example. This is the ca...
Nicolò Cesa-Bianchi, Shai Shalev-Shwartz, O...
JMLR
2010
121views more  JMLR 2010»
13 years 5 months ago
A comparison of AUC estimators in small-sample studies
Reliable estimation of the classification performance of learned predictive models is difficult, when working in the small sample setting. When dealing with biological data it is ...
Antti Airola, Tapio Pahikkala, Willem Waegeman, Be...
ICIP
1997
IEEE
15 years 10 days ago
Motion-Compensating Long-Term Memory Prediction
Motion-compensating long-term memory prediction extends the spatial dislplacement utilized in block-based hybrid video coding by a variable time delay permitting the use of more f...
Thomas Wiegand, X. Zhang, Bernd Girod