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» Methods for Empirical Game-Theoretic Analysis
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HICSS
2007
IEEE
172views Biometrics» more  HICSS 2007»
14 years 3 months ago
Support for Computer Forensics Examination Planning with Domain Modeling: A Report of One Experiment Trial
In any forensic investigation, planning and analysis activities are required in order to determine what digital media will be seized, what types of information will be sought in t...
Alfred C. Bogen, David A. Dampier, Jeffrey C. Carv...
CORR
2008
Springer
133views Education» more  CORR 2008»
13 years 9 months ago
Estimating divergence functionals and the likelihood ratio by convex risk minimization
We develop and analyze M-estimation methods for divergence functionals and the likelihood ratios of two probability distributions. Our method is based on a non-asymptotic variatio...
XuanLong Nguyen, Martin J. Wainwright, Michael I. ...
ICCV
2009
IEEE
13 years 6 months ago
Kernel map compression using generalized radial basis functions
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
Omar Arif, Patricio A. Vela
ICA
2012
Springer
12 years 4 months ago
Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study
Independent component analysis (ICA) is possibly the most widespread approach to solve the blind source separation (BSS) problem. Many different algorithms have been proposed, tog...
Jarkko Ylipaavalniemi, Nima Reyhani, Ricardo Vig&a...
CORR
1999
Springer
222views Education» more  CORR 1999»
13 years 8 months ago
Analysis of approximate nearest neighbor searching with clustered point sets
Abstract. Nearest neighbor searching is a fundamental computational problem. A set of n data points is given in real d-dimensional space, and the problem is to preprocess these poi...
Songrit Maneewongvatana, David M. Mount