Agathe Girard

Dynamic systems identification with Gaussian processes

Agathe Girard, Roderick Murray-Smith, J. Kocijan, 2005 .

Prediction at an Uncertain Input for Gaussian Processes and Relevance Vector Machines - Application to Time-Series Forecasting

Agathe Girard, Joaquin Quinonero, 2002 .

Adaptive, Cautious, Predictive control with Gaussian Process Priors

Agathe Girard, Roderick Murray-Smith, Daniel Sbarbaro, 2003 .

Gaussian Processes: Prediction at a Noisy Input and Application to Iterative Multiple-Step Ahead Forecasting of Time-Series

Agathe Girard, Roderick Murray-Smith, A. Girard, 2003, European Summer School on Multi-AgentControl.

Prediction at an Uncertain Input for Gaussian Processes and Relevance Vector Machines Application to Multiple-Step Ahead Time-Series Forecasting

Agathe Girard, Joaquin Quiñonero-Candela, Carl Edward Rasmussen, 2002 .

A case based comparison of identification with neural network and Gaussian process models.

Agathe Girard, J. Kocijan, Carl Edward Rasmussen, 2003 .

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

Agathe Girard, Carl E. Rasmussen, Joaquin Quiñonero Candela, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Learning a Gaussian Process Model with Uncertain Inputs

Agathe Girard, Roderick Murray-Smith, 2003 .

INCORPORATING LINEAR LOCAL MODELS IN GAUSSIAN PROCESS MODEL

Agathe Girard, A. Girard, J. Kocijan, 2005 .