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MCS
2001
Springer
15 years 11 months ago
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
Nikunj C. Oza, Kagan Tumer
ALT
1999
Springer
15 years 11 months ago
On the Uniform Learnability of Approximations to Non-Recursive Functions
Abstract. Blum and Blum (1975) showed that a class B of suitable recursive approximations to the halting problem is reliably EX-learnable. These investigations are carried on by sh...
Frank Stephan, Thomas Zeugmann
MLDM
1999
Springer
15 years 11 months ago
Automatic Design of Multiple Classifier Systems by Unsupervised Learning
In the field of pattern recognition, multiple classifier systems based on the combination of the outputs of a set of different classifiers have been proposed as a method for the de...
Giorgio Giacinto, Fabio Roli
ISCA
1998
IEEE
143views Hardware» more  ISCA 1998»
15 years 11 months ago
Lockup-Free Instruction Fetch/Prefetch Cache Organization
In the past decade. there has been much literature describing various cache organizatrons that exploit general programming idiosyncrasies to obtain maxrmum hit rate (the probabili...
David Kroft
COLT
1992
Springer
15 years 11 months ago
Language Learning from Stochastic Input
Language learning from positive data in the Gold model of inductive inference is investigated in a setting where the data can be modeled as a stochastic process. Specifically, the...
Shyam Kapur, Gianfranco Bilardi