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TIT
1998
96views more  TIT 1998»
15 years 7 months ago
Sequential Prediction of Individual Sequences Under General Loss Functions
Abstract— We consider adaptive sequential prediction of arbitrary binary sequences when the performance is evaluated using a general loss function. The goal is to predict on each...
David Haussler, Jyrki Kivinen, Manfred K. Warmuth
SIGKDD
2010
128views more  SIGKDD 2010»
15 years 2 months ago
On cross-validation and stacking: building seemingly predictive models on random data
A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
Claudia Perlich, Grzegorz Swirszcz
SIGIR
2012
ACM
13 years 10 months ago
Predicting quality flaws in user-generated content: the case of wikipedia
The detection and improvement of low-quality information is a key concern in Web applications that are based on user-generated content; a popular example is the online encyclopedi...
Maik Anderka, Benno Stein, Nedim Lipka
CGO
2008
IEEE
16 years 2 months ago
Prediction and trace compression of data access addresses through nested loop recognition
This paper describes an algorithm that takes a trace (i.e., a sequence of numbers or vectors of numbers) as input, and from that produces a sequence of loop nests that, when run, ...
Alain Ketterlin, Philippe Clauss
IEEEPACT
2000
IEEE
16 years 23 hour ago
Dynamic Branch Prediction for a VLIW Processor
This paper describes the design of a dynamic branchpredictorfor a VLIW processor. The developed branch predictor predicts the direction of a branch, i.e., taken or not taken, and ...
Jan Hoogerbrugge