JMLR
2006
13 years 11 months ago
2006
In this paper we investigate conditions on the features of a continuous kernel so that it may approximate an arbitrary continuous target function uniformly on any compact subset o...
JMLR
2006
13 years 11 months ago
2006
We describe anytime search procedures that (1) find disjoint subsets of recorded variables for which the members of each subset are d-separated by a single common unrecorded cause...
JMLR
2006
13 years 11 months ago
2006
Many perceptual models and theories hinge on treating objects as a collection of constituent parts. When applying these approaches to data, a fundamental problem arises: how can w...
JMLR
2006
13 years 11 months ago
2006
We describe the use of machine learning and data mining to detect and classify malicious executables as they appear in the wild. We gathered 1,971 benign and 1,651 malicious execu...
JMLR
2006
13 years 11 months ago
2006
Given a probability measure P and a reference measure
JMLR
2006
13 years 11 months ago
2006
We describe an approach to the inductive synthesis of recursive equations from input/outputexamples which is based on the classical two-step approach to induction of functional Li...
JMLR
2006
13 years 11 months ago
2006
JMLR
2006
13 years 11 months ago
2006
The Bradley-Terry model for obtaining individual skill from paired comparisons has been popular in many areas. In machine learning, this model is related to multi-class probabilit...
JMLR
2006
13 years 11 months ago
2006
We describe polynomial
JMLR
2006
13 years 11 months ago
2006
In this paper we prove the optimality of an aggregation procedure. We prove lower bounds for aggregation of model selection type of M density estimators for the Kullback-Leibler d...