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155
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SODA
2007
ACM
131views Algorithms» more  SODA 2007»
15 years 6 months ago
On the K-simple shortest paths problem in weighted directed graphs
We obtain the first approximation algorithm for finding the k-simple shortest paths connecting a pair of vertices in a weighted directed graph. Our algorithm is deterministic an...
Liam Roditty
147
Voted
NIPS
2000
15 years 6 months ago
Incremental and Decremental Support Vector Machine Learning
An on-line recursive algorithm for training support vector machines, one vector at a time, is presented. Adiabatic increments retain the KuhnTucker conditions on all previously se...
Gert Cauwenberghs, Tomaso Poggio
DAGSTUHL
2009
15 years 6 months ago
Statistical Mechanics of On-line Learning
We introduce and discuss the application of statistical physics concepts in the context of on-line machine learning processes. The consideration of typical properties of very large...
Michael Biehl, Nestor Caticha, Peter Riegler
ICPPW
2002
IEEE
15 years 10 months ago
Finding Multiple Routing Paths in Wide-Area WDM Networks
In this paper a multiple routing path problem in wide area Wavelength Division Multiplexing (WDM) networks is considered, which is to find K edge-disjoint lightpaths/semilightpat...
Weifa Liang, Xiaojun Shen
AICT
2006
IEEE
15 years 11 months ago
Optimal Solution of the Maximum All Request Path Grooming Problem
— We give an optimal solution to the Maximum All Request Path Grooming (MARPG) problem motivated by a traffic grooming application. The MARPG problem consists in finding the ma...
Jean-Claude Bermond, Michel Cosnard, David Coudert...