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130

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IIS
2000

115views Information Technology» more IIS 2000»

Speeding Up Evolution through Learning: LEM

15 years 5 months ago

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This paper reports briefly on the development of a new approach to evolutionary computation, called the Learnable Evolution Model or LEM. In contrast to conventional Darwinian-typ...

Ryszard S. Michalski, Guido Cervone, Kenneth A. Ka...

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155

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JMLR
2012

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Krylov Subspace Descent for Deep Learning

13 years 6 months ago

Download jmlr.csail.mit.edu

In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...

Oriol Vinyals, Daniel Povey

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134

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ICML
2003
IEEE

157views Machine Learning» more ICML 2003»

Fast Query-Optimized Kernel Machine Classification Via Incremental Approximate Nearest Support Vectors

16 years 4 months ago