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ICML
2005
IEEE
14 years 8 months ago
Fast condensed nearest neighbor rule
We present a novel algorithm for computing a training set consistent subset for the nearest neighbor decision rule. The algorithm, called FCNN rule, has some desirable properties....
Fabrizio Angiulli
ICML
2005
IEEE
14 years 8 months ago
PAC-Bayes risk bounds for sample-compressed Gibbs classifiers
We extend the PAC-Bayes theorem to the sample-compression setting where each classifier is represented by two independent sources of information: a compression set which consists ...
François Laviolette, Mario Marchand
ICCD
2006
IEEE
133views Hardware» more  ICCD 2006»
14 years 4 months ago
Patching Processor Design Errors
— Microprocessors can have design errors that escape the test and validation process. The cost to rectify these errors after shipping the processors can be very expensive as it m...
Satish Narayanasamy, Bruce Carneal, Brad Calder
AAECC
2009
Springer
150views Algorithms» more  AAECC 2009»
14 years 2 months ago
Rooted Trees Searching for Cocyclic Hadamard Matrices over D4t
A new reduction on the size of the search space for cocyclic Hadamard matrices over dihedral groups D4t is described, in terms of the so called central distribution. This new searc...
Víctor Álvarez, José Á...
ICASSP
2008
IEEE
14 years 2 months ago
An iterative unsupervised learning method for information distillation
Information distillation techniques are used to analyze and interpret large volumes of speech and text archives in multiple languages and produce structured information of interes...
Kamand Kamangar, Dilek Hakkani-Tür, Gökh...