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TIT
2008
63views more  TIT 2008»
13 years 5 months ago
Information Consistency of Nonparametric Gaussian Process Methods
Matthias W. Seeger, Sham M. Kakade, Dean P. Foster
ESSMAC
2003
Springer
13 years 11 months ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
ICASSP
2008
IEEE
14 years 6 days ago
Source coding with intermittent and degraded side information at the decoder
Practical schemes for distributed video coding with side information at the decoder need to consider non-standard correlation models in order to take non-stationarities into accou...
Francesca Bassi, Michel Kieffer, Claudio Weidmann
CDC
2008
IEEE
109views Control Systems» more  CDC 2008»
14 years 7 days ago
LQG control over lossy TCP-like networks with probabilistic packet acknowledgements
Abstract— This paper is concerned with control applications over lossy data networks. Sensor data is transmitted to an estimation-control unit over a network, and control command...
Emanuele Garone, Bruno Sinopoli, Alessandro Casavo...
SDM
2008
SIAM
105views Data Mining» more  SDM 2008»
13 years 7 months ago
Gaussian Process Learning for Cyber-Attack Early Warning
Network security has been a serious concern for many years. For example, firewalls often record thousands of exploit attempts on a daily basis. Network administrators could benefi...
Jian Zhang 0004, Phillip A. Porras, Johannes Ullri...