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ATAL
2009
Springer
15 years 4 months ago
An evolutionary model of multi-agent learning with a varying exploration rate
Michael Kaisers, Karl Tuyls, Simon Parsons, Frank ...
NIPS
2008
14 years 11 months ago
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
We study the convergence and the rate of convergence of a local manifold learning algorithm: LTSA [13]. The main technical tool is the perturbation analysis on the linear invarian...
Andrew Smith, Xiaoming Huo, Hongyuan Zha
COLT
2010
Springer
14 years 7 months ago
The Convergence Rate of AdaBoost
Abstract. We pose the problem of determining the rate of convergence at which AdaBoost minimizes exponential loss. Boosting is the problem of combining many "weak," high-...
Robert E. Schapire