Agathe Girard

Gaussian Process Priors with Uncertain Inputs Application to Multiple-Step Ahead Time Series Forecasting

Agathe Girard, Carl Edward Rasmussen, Joaquin Quiñonero Candela et al. · 2002 · 370 citations

Gaussian process model based predictive control

Juš Kocijan, Roderick Murray‐Smith, Carl Edward Rasmussen et al. · 2004 · 275 citations

Nonlinear System Identification, Engineering, Machine Learning +12

Dynamic systems identification with Gaussian processes

Juš Kocijan, Agathe Girard, Blaž Banko et al. · Mathematical and Computer Modelling of Dynamical Systems · 2005 · 215 citations · Full text

Nonlinear System Identification, Engineering, Gaussian Process +8

Propagation of uncertainty in Bayesian kernel models - application to multiple-step ahead forecasting

Joaquin Quiñonero Candela, Agathe Girard, Jan Larsen et al. · 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). · 2003 · 133 citations · Full text

Forecasting Methodology, Engineering, Bayesian Kernel +17

Adaptive, cautious, predictive control with gaussian process priors

Roderick Murray‐Smith, Daniel Sbárbaro, Carl Edward Rasmussen et al. · IFAC Proceedings Volumes · 2003 · 74 citations

Engineering, Uncertainty Quantification, Gaussian Process +6