A. Girard

发表

Gaussian process model based predictive control

J. Kocijan, Roderick Murray-Smith, C. Rasmussen, 2004, Proceedings of the 2004 American Control Conference.

Gaussian Process priors with Uncertain Inputs: Multiple-Step-Ahead Prediction

Roderick Murray-Smith, C. Rasmussen, A. Girard, 2002 .

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)..

Gaussian process priors with ARMA noise models

Roderick Murray-Smith, A. Girard, 2001 .

Multiple-step ahead prediction for non linear dynamic systems: A Gaussian Process treatment with propagation of the uncertainty

K. Obermayer, C. Rasmussen, A. Girard, 2003, NIPS 2003.

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

C. Rasmussen, A. Girard, J. Q. Candela, 2002, NIPS.

Adaptive, Cautious, Predictive control with Gaussian Process Priors

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

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 .

Girard, A. and Murray-Smith, R. (2005) Gaussian processes: prediction at a noisy input and application to iterative multiple-step ahead forecasting

A. Girard, R. Murray-Smith, 2004 .

OFSR / ? ? / ? ? ? ? / ? ? ? / ? ? ? / ? ASSESSING THE COMPLEXITY OF MULTI-DIMENSIONAL MISFIT FUNCTIONS

A. Girard, A. Curtis, Andrew Curtis, 1999 .

INCORPORATING LINEAR LOCAL MODELS IN GAUSSIAN PROCESS MODEL

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

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

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

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 Multiple-Step Ahead Time-Series Forecasting

A. Girard, Joaquin Quiñonero-Candela, Carl E. Rasmussen, 2003 .