Professor François Caron

Professor of Statistics

Biography

I am a Professor of Statistics at the University of Oxford and a Tutorial Fellow of Keble College.

Research Interests

Statistical machine learning
Computational statistics
Bayesian statistics
Bayesian nonparametrics
Network analysis

I am interested in the development of statistical models and computational procedures for the analysis of structured data. I have a particular interest in Bayesian nonparametrics and Monte Carlo methods.

Publications

Caron, F. et al. (2006) “Least Committed basic belief density induced by a multivariate Gaussian pdf”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 1–8.

Caron, F. et al. (2006) “GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects”, Information Fusion, 7(2), pp. 221–230.

Caron, F. et al. (2005) “Multisensor data fusion in the frame of the TBM on reals. Application to land vehicle positioning”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 1473–1480.

Caron, F., Duflos, E. and Vanheeghe, P. (2005) “Introduction of Contextual Information in a Multisensor EKF for Autonomous Land Vehicle Positioning”, in. Institute of Electrical and Electronics Engineers (IEEE), pp. 592–597.

Contact Details

Tutorial Fellow at Keble College

Email: caron@stats.ox.ac.uk

Office: 1.20

Tel: +44 (0)1865 282 865

Website: www.stats.ox.ac.uk/~caron/

Research Groups

Computational Statistics and Machine Learning

Statistical Theory and Methodology