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» Using Curvature Information for Fast Stochastic Search
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ICANN
2001
Springer
13 years 9 months ago
Fast Curvature Matrix-Vector Products
The method of conjugate gradients provides a very effective way to optimize large, deterministic systems by gradient descent. In its standard form, however, it is not amenable to ...
Nicol N. Schraudolph
ICIP
1995
IEEE
13 years 8 months ago
Fast image search using a multiscale stochastic model
Searching an image for the occurrence of a pattern or a template is an essential step in a number of image processing applications. We propose a new multiresolution matching crite...
S. Sista, Charles A. Bouman, Jan P. Allebach
TNN
2008
138views more  TNN 2008»
13 years 4 months ago
A Fast and Scalable Recurrent Neural Network Based on Stochastic Meta Descent
This brief presents an efficient and scalable online learning algorithm for recurrent neural networks (RNNs). The approach is based on the real-time recurrent learning (RTRL) algor...
Zhenzhen Liu, Itamar Elhanany
HICSS
2003
IEEE
201views Biometrics» more  HICSS 2003»
13 years 10 months ago
Design and Evaluation of Improvement method on the Web Information Navigation - A Stochastic Search Approach
With the advent of fast growing Internet and World Wide Web (WWW), more and more companies start the electronic commerce to enhance the business competitiveness. On the other hand...
Benjamin P.-C. Yen, Y.-W. Wan