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CORR
2007
Springer
95views Education» more  CORR 2007»
15 years 7 months ago
Prediction with expert advice for the Brier game
We show that the Brier game of prediction is mixable and find the optimal learning rate and substitution function for it. The resulting prediction algorithm is applied to predict...
Vladimir Vovk
LATIN
2010
Springer
16 years 1 months ago
Layered Working-Set Trees
The working-set bound [Sleator and Tarjan, J. ACM, 1985] roughly states that searching for an element is fast if the element was accessed recently. Binary search trees, such as sp...
Prosenjit Bose, Karim Douïeb, Vida Dujmovic, ...
ENTCS
2007
115views more  ENTCS 2007»
15 years 7 months ago
A Global Algorithm for Model-Based Test Suite Generation
Abstract. Model-based testing has been proposed as a technique to automatically verify that a system conforms to its specification. A popular approach is to use a model-checker to...
Anders Hessel, Paul Pettersson
ICML
2007
IEEE
16 years 7 months ago
Least squares linear discriminant analysis
Linear Discriminant Analysis (LDA) is a well-known method for dimensionality reduction and classification. LDA in the binaryclass case has been shown to be equivalent to linear re...
Jieping Ye
ICML
2007
IEEE
16 years 7 months ago
Uncovering shared structures in multiclass classification
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
Yonatan Amit, Michael Fink 0002, Nathan Srebro, Sh...