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» Predicting When Not to Predict
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106
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SPIRE
2010
Springer
14 years 11 months ago
Evaluation of Query Performance Prediction Methods by Range
During the last years a great number of Query Performance Prediction methods have been proposed. However, this explosion of prediction method proposals have not been paralleled by ...
Joaquín Pérez-Iglesias, Lourdes Arau...
116
Voted
ICS
2009
Tsinghua U.
14 years 10 months ago
Creating artificial global history to improve branch prediction accuracy
Modern processors require highly accurate branch prediction for good performance. As such, a number of branch predictors have been proposed with varying size and complexity. This ...
Leo Porter, Dean M. Tullsen
100
Voted
CORR
2010
Springer
112views Education» more  CORR 2010»
14 years 10 months ago
Optimal Distributed Online Prediction using Mini-Batches
Online prediction methods are typically presented as serial algorithms running on a single processor. However, in the age of web-scale prediction problems, it is increasingly comm...
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, Lin X...
136
Voted
CVPR
2011
IEEE
14 years 7 months ago
Learning structured prediction models for interactive image labeling
We propose structured models for image labeling that take into account the dependencies among the image labels explicitly. These models are more expressive than independent label ...
Thomas Mensink, Jakob Verbeek, Gabriela Csurka
100
Voted
JAIR
2011
123views more  JAIR 2011»
14 years 7 months ago
Regression Conformal Prediction with Nearest Neighbours
In this paper we apply Conformal Prediction (CP) to the k-Nearest Neighbours Regression (k-NNR) algorithm and propose ways of extending the typical nonconformity measure used for ...
Harris Papadopoulos, Vladimir Vovk, Alexander Gamm...