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ESSMAC
2003
Springer
14 years 1 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...
ESSMAC
2003
Springer
14 years 1 months ago
Joint Optimization of Wireless Communication and Networked Control Systems
Abstract. We consider a linear system, such as an estimator or a controller, in which several signals are transmitted over wireless communication channels. With the coding and medi...
Lin Xiao, Mikael Johansson, Haitham A. Hindi, Step...
AIME
2009
Springer
14 years 17 days ago
Prediction of Mechanical Lung Parameters Using Gaussian Process Models
Abstract. Mechanical ventilation can cause severe lung damage by inadequate adjustment of the ventilator. We introduce a Machine Learning approach to predict the pressure-dependent...
Steven Ganzert, Stefan Kramer, Knut Möller, D...
GI
2009
Springer
14 years 16 days ago
The Human Being as a Servo. Von Feedback Control zur Kybernetik
Abstract: Am Anfang der Kybernetik steht die Erkenntnis Norbert Wieners, dass Lebewesen und Maschinen etwas gemeinsam haben: Ihr Verhalten l¨asst sich als Feedbackprozess beschrei...
Lasse Scherffig
GPCE
2009
Springer
14 years 16 days ago
Classifying Java class transformations for pervasive virtualized access
The indirection of object accesses is a common theme for target domains as diverse as transparent distribution, persistence, and program instrumentation. Virtualizing accesses to ...
Phil McGachey, Antony L. Hosking, J. Eliot B. Moss