COLT
14 years 1 months ago
2004 Springer 
We consider the binary classification problem. Given an i.i.d. sample drawn from the distribution of an X
COLT
14 years 1 months ago
2004 Springer 
This paper introduces a new method using dyadic decision trees for estimating a classification or a regression function in a multiclass classification problem. The estimator is bas...
COLT
14 years 3 months ago
2004 Springer 
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
COLT
14 years 1 months ago
2004 Springer
straction of the following scenarios: choosing from among a set of alternative treatments after a fixed number of clinical trials, determining the best parameter settings for a pro...
COLT
14 years 3 months ago
2004 Springer
Given a set of n randomly drawn sample points, spectral clustering in its simplest form uses the second eigenvector of the graph Laplacian matrix, constructed on the similarity gra...
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Machine Learning