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NIPS
2001
13 years 11 months ago
A Variational Approach to Learning Curves
We combine the replica approach from statistical physics with a variational approach to analyze learning curves analytically. We apply the method to Gaussian process regression. A...
Dörthe Malzahn, Manfred Opper
ONDM
2001
13 years 11 months ago
Bandwidth Utilisation and Wavelength Re-Use in WDM Optical Burst-Switched Packet Networks
: Results describing the design trade-offs in bandwidth utilisation and wavelength re-use in optical burst-switched networks are reported. The effects of traffic statistics are ana...
Michael Düser, Polina Bayvel
SODA
2001
ACM
80views Algorithms» more  SODA 2001»
13 years 11 months ago
On the discrete Bak-Sneppen model of self-organized criticality
We propose a discrete variant of the Bak-Sneppen model for self-organized criticality. In this process, a configuration is an n-bit word, and at each step one chooses a random bit...
Jérémy Barbay, Claire Kenyon
SODA
2001
ACM
138views Algorithms» more  SODA 2001»
13 years 11 months ago
The diameter of random massive graphs
Many massive graphs (such as the WWW graph and Call graphs) share certain universal characteristics which can be described by so-called the "power law". Here we determin...
Linyuan Lu
TREC
2001
13 years 11 months ago
Challenges of Multi-Mode IR Software
Web track results are presented. A software project, IRTools, is described. IRTools is intended to enable information retrieval (IR) experimentation by incorporating methods for m...
Gregory B. Newby