Results 301 to 310 of about 651,158 (349)

A Kernel Two-Sample Test

Journal of machine learning research, 2012
We propose a framework for analyzing and comparing distributions, which we use to construct statistical tests to determine if two samples are drawn from different distributions.
A. Gretton   +4 more
semanticscholar   +1 more source

An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods

The AI Magazine, 2001
This book is an introduction to support vector machines and related kernel methods in supervised learning, whose task is to estimate an input-output functional relationship from a training set of examples.
Tong Zhang
semanticscholar   +1 more source

Kernel-Based Object Tracking

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003
A new approach toward target representation and localization, the central component in visual tracking of nonrigid objects, is proposed. The feature histogram-based target representations are regularized by spatial masking with an isotropic kernel.
D. Comaniciu   +2 more
semanticscholar   +1 more source

Kernel methods for estimating the utilization distribution in home-range studies

, 1989
In this paper kernel methods for the nonparametric estimation of the utilization distribution from a random sample of locational observations made on an animal in its home range are described.
B. Worton
semanticscholar   +1 more source

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