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127
Voted
ML
2008
ACM
162views Machine Learning» more  ML 2008»
15 years 3 months ago
Incorporating prior knowledge in support vector regression
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
Fabien Lauer, Gérard Bloch
130
Voted
HPDC
2007
IEEE
15 years 10 months ago
A statistical approach to risk mitigation in computational markets
We study stochastic models to mitigate the risk of poor Quality-of-Service (QoS) in computational markets. Consumers who purchase services expect both price and performance guaran...
Thomas Sandholm, Kevin Lai
131
Voted
MP
2002
176views more  MP 2002»
15 years 3 months ago
UOBYQA: unconstrained optimization by quadratic approximation
UOBYQA is a new algorithm for general unconstrained optimization calculations, that takes account of the curvature of the objective function, F say, by forming quadratic models by ...
M. J. D. Powell
DAC
2000
ACM
16 years 4 months ago
On switch factor based analysis of coupled RC interconnects
We revisit a basic element of modern signal integrity analysis, the modeling of worst-case coupling capacitance effects within a switch factor (SF) based methodology. We show that...
Andrew B. Kahng, Sudhakar Muddu, Egino Sarto
AMC
2007
102views more  AMC 2007»
15 years 3 months ago
Existence and computation of short-run equilibria in economic geography
The new economic geography literature provides a general equilibrium framework that explains the emergence of economic agglomerations as a trade-off between increasing returns at...
Nicos G. Pavlidis, Michael N. Vrahatis, P. Mossay