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» Component Frameworks - A Case Study
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PKDD
2010
Springer
184views Data Mining» more  PKDD 2010»
15 years 3 months ago
Shift-Invariant Grouped Multi-task Learning for Gaussian Processes
Multi-task learning leverages shared information among data sets to improve the learning performance of individual tasks. The paper applies this framework for data where each task ...
Yuyang Wang, Roni Khardon, Pavlos Protopapas
SERA
2010
Springer
15 years 3 months ago
The Software Modeling and Implementation of Reliable Server Pooling and RSPLIB
Abstract—With the growing complexity of software applications, there is an increasing demand for solutions to distribute workload into server pools. Grid Computing provides power...
Xing Zhou, Thomas Dreibholz, Martin Becke, Jobin P...
TIP
2010
127views more  TIP 2010»
15 years 3 months ago
Bayesian Compressive Sensing Using Laplace Priors
In this paper we model the components of the compressive sensing (CS) problem, i.e., the signal acquisition process, the unknown signal coefficients and the model parameters for ...
S. Derin Babacan, Rafael Molina, Aggelos K. Katsag...
TSP
2011
142views more  TSP 2011»
14 years 12 months ago
Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection
—This paper deals with the problem of estimating the steering direction of a signal, embedded in Gaussian disturbance, under a general quadratic inequality constraint, representi...
Antonio De Maio, Yongwei Huang, Daniel Pére...
IFIP
2010
Springer
14 years 12 months ago
Reasoning about Probabilistic Security Using Task-PIOAs
Abstract. Task-structured probabilistic input/output automata (taskPIOAs) are concurrent probabilistic automata that, among other things, have been used to provide a formal framewo...
Aaron D. Jaggard, Catherine Meadows, Michael Mislo...