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» Kernel methods: a survey of current techniques
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PAMI
2010
160views more  PAMI 2010»
13 years 5 months ago
In the Eye of the Beholder: A Survey of Models for Eyes and Gaze
—Despite active research and significant progress in the last 30 years, eye detection and tracking remains challenging due to the individuality of eyes, occlusion, variability in...
Dan Witzner Hansen, Qiang Ji
ISSAC
2007
Springer
121views Mathematics» more  ISSAC 2007»
14 years 1 months ago
A comparative analysis of parallel disk-based Methods for enumerating implicit graphs
It is only in the last five years that researchers have begun to use disk-based search techniques on a large scale. The primary examples of its use come from symbolic algebra and...
Eric Robinson, Daniel Kunkle, Gene Cooperman
TITS
2010
286views Education» more  TITS 2010»
13 years 2 months ago
Understanding Transit Scenes: A Survey on Human Behavior-Recognition Algorithms
Visual surveillance is an active research topic in image processing. Transit systems are actively seeking new or improved ways to use technology to deter and respond to accidents, ...
Joshua Candamo, Matthew Shreve, Dmitry B. Goldgof,...
ICML
2004
IEEE
14 years 8 months ago
Multiple kernel learning, conic duality, and the SMO algorithm
While classical kernel-based classifiers are based on a single kernel, in practice it is often desirable to base classifiers on combinations of multiple kernels. Lanckriet et al. ...
Francis R. Bach, Gert R. G. Lanckriet, Michael I. ...
AAAI
2007
13 years 9 months ago
A Kernel Approach to Comparing Distributions
We describe a technique for comparing distributions without the need for density estimation as an intermediate step. Our approach relies on mapping the distributions into a Reprod...
Arthur Gretton, Karsten M. Borgwardt, Malte J. Ras...