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ESSMAC
2003
Springer
15 years 11 months ago
Analysis of Some Methods for Reduced Rank Gaussian Process Regression
Abstract. While there is strong motivation for using Gaussian Processes (GPs) due to their excellent performance in regression and classification problems, their computational com...
Joaquin Quiñonero Candela, Carl Edward Rasm...
NOMS
2000
IEEE
176views Communications» more  NOMS 2000»
15 years 10 months ago
Design and analysis of a proactive application management system (PAMS)
Management of large-scale Network-Centric Systems (NCS) and their applications is an extremely complex and challenging task due to factors such as centralized management architect...
Salim Hariri, Yoonhee Kim
ICPP
1999
IEEE
15 years 10 months ago
An Offline Algorithm for Dimension-Bound Analysis
The vector-clock size necessary to characterize causality in a distributed computation is bounded by the dimension of the partial order induced by that computation. In an arbitrar...
Paul A. S. Ward
GECCO
2008
Springer
126views Optimization» more  GECCO 2008»
15 years 7 months ago
The impact of population size on code growth in GP: analysis and empirical validation
The crossover bias theory for bloat [18] is a recent result which predicts that bloat is caused by the sampling of short, unfit programs. This theory is clear and simple, but it ...
Riccardo Poli, Nicholas Freitag McPhee, Leonardo V...
BMCBI
2008
97views more  BMCBI 2008»
15 years 6 months ago
Quantitative analysis of numerical solvers for oscillatory biomolecular system models
Background: This article provides guidelines for selecting optimal numerical solvers for biomolecular system models. Because various parameters of the same system could have drast...
Chang F. Quo, May D. Wang