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IMCSIT
2010
15 years 4 months ago
Exploratory Programming in the Virtual Laboratory
GridSpace 2 is a novel virtual laboratory framework enabling researchers to conduct virtual experiments on Gridbased resources and other HPC infrastructures. GridSpace 2 facilitate...
Eryk Ciepiela, Daniel Harezlak, Joanna Kocot, Toma...
CDC
2010
IEEE
154views Control Systems» more  CDC 2010»
15 years 1 months ago
Concentration of measure inequalities for compressive Toeplitz matrices with applications to detection and system identification
In this paper, we derive concentration of measure inequalities for compressive Toeplitz matrices (having fewer rows than columns) with entries drawn from an independent and identic...
Borhan Molazem Sanandaji, Tyrone L. Vincent, Micha...
CORR
2011
Springer
210views Education» more  CORR 2011»
15 years 1 months ago
Online Learning of Rested and Restless Bandits
In this paper we study the online learning problem involving rested and restless multiarmed bandits with multiple plays. The system consists of a single player/user and a set of K...
Cem Tekin, Mingyan Liu
CSDA
2011
15 years 1 months ago
Approximate forward-backward algorithm for a switching linear Gaussian model
Motivated by the application of seismic inversion in the petroleum industry we consider a hidden Markov model with two hidden layers. The bottom layer is a Markov chain and given ...
Hugo Hammer, Håkon Tjelmeland
CSDA
2011
15 years 1 months ago
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach
This paper proposes a new method of interval estimation for the long run response (or elasticity) parameter from a general linear dynamic model. We employ the biascorrected bootst...
Jae H. Kim, Iain Fraser, Rob J. Hyndman