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BROADNETS
2006
IEEE
14 years 1 months ago
Performance Analysis of Soft-State Lightpath Management in GMPLS-Based WDM Networks
RSVP–TE is a signaling protocol to setup and teardown lightpaths in wavelength–routed GPMLS networks. RSVP– TE uses the soft–state control mechanism to manage lightpaths. ...
Shinya Ishida, Shin'ichi Arakawa, Masayuki Murata
ICANN
2010
Springer
13 years 8 months ago
Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines
Abstract. Learning algorithms relying on Gibbs sampling based stochastic approximations of the log-likelihood gradient have become a common way to train Restricted Boltzmann Machin...
Asja Fischer, Christian Igel
ICANN
2009
Springer
14 years 1 months ago
Adaptive Feature Transformation for Image Data from Non-stationary Processes
Abstract. This paper introduces the application of the feature transformation approach proposed by Torkkola [1] to the domain of image processing. Thereto, we extended the approach...
Erik Schaffernicht, Volker Stephan, Horst-Michael ...
ICPR
2010
IEEE
13 years 9 months ago
SemiCCA: Efficient Semi-Supervised Learning of Canonical Correlations
Canonical correlation analysis (CCA) is a powerful tool for analyzing multi-dimensional paired data. However, CCA tends to perform poorly when the number of paired samples is limit...
Akisato Kimura, Hirokazu Kameoka, Masashi Sugiyama...
INFOCOM
1998
IEEE
13 years 11 months ago
TCP Fast Recovery Strategies: Analysis and Improvements
This paper suggests that, to match an ideal Internet gateway which rigorously enforces fair sharing among competing TCP connections, an ideal TCP sender should possess two propert...
Dong Lin, H. T. Kung