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NIPS
2007
15 years 7 months ago
Bundle Methods for Machine Learning
We present a globally convergent method for regularized risk minimization problems. Our method applies to Support Vector estimation, regression, Gaussian Processes, and any other ...
Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le
ICC
2007
IEEE
139views Communications» more  ICC 2007»
15 years 10 months ago
Comparison of Protection Mechanisms: Capacity Efficiency and Recovery Time
High efficiency in capacity utilization and fast restoration are two primary goals of survivable design in optical networks. Shared backup path protection has been shown to be effi...
Wensheng He, Arun K. Somani
161
Voted
HICSS
2006
IEEE
117views Biometrics» more  HICSS 2006»
16 years 12 days ago
Planning for a Big Bang in a Supply Chain: Fast Hedging for Production Indicators
— We concern ourselves with the process of making optimized production planning decisions in the face of low frequency, high impact uncertainty, which takes the form of a small n...
David L. Woodruff, Stefan Voß
CORR
2010
Springer
54views Education» more  CORR 2010»
15 years 6 months ago
Polynomial integration on regions defined by a triangle and a conic
We present an efficient solution to the following problem, of relevance in a numerical optimization scheme: calculation of integrals of the type ZZ T {f0} 12 dx dy for quadratic p...
David Sevilla, Daniel Wachsmuth
INFORMATICALT
2000
96views more  INFORMATICALT 2000»
15 years 6 months ago
Computing True Shadow Prices in Linear Programming
It is well known that in linear programming, the optimal values of the dual variables can be interpreted as shadow prices (marginal values) of the right-hand side coefficients. How...
James K. Ho