 | 2012 |
| 12 |  | Francois Caron,
Arnaud Doucet,
Raphael Gottardo:
On-line changepoint detection and parameter estimation with application to genomic data.
Statistics and Computing 22(1): 579-595 (2012) |
| 11 |  | Francois Caron,
Arnaud Doucet,
Raphael Gottardo:
On-line changepoint detection and parameter estimation with application to genomic data.
Statistics and Computing 22(2): 579-595 (2012) |
| 2011 |
| 10 |  | Francois Caron,
Pierre Del Moral,
Arnaud Doucet,
Michele Pace:
Particle Approximation of the Intensity Measures of a Spatial Branching Point Process Arising in Multitarget Tracking.
SIAM J. Control and Optimization 49(4): 1766-1792 (2011) |
| 2009 |
| 9 |  | Francois Caron,
Arnaud Doucet:
Bayesian Nonparametric Models on Decomposable Graphs.
NIPS 2009: 225-233 |
| 2008 |
| 8 |  | Francois Caron,
Arnaud Doucet:
Sparse Bayesian nonparametric regression.
ICML 2008: 88-95 |
| 7 |  | Francois Caron,
Manuel Davy,
Arnaud Doucet,
Emmanuel Duflos,
Philippe Vanheeghe:
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures.
IEEE Transactions on Signal Processing 56(1): 71-84 (2008) |
| 6 |  | Francois Caron,
Branko Ristic,
Emmanuel Duflos,
Philippe Vanheeghe:
Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications.
Int. J. Approx. Reasoning 48(2): 419-436 (2008) |
| 2007 |
| 5 |  | Francois Caron,
Manuel Davy,
Arnaud Doucet:
Generalized Polya Urn for Time-varying Dirichlet Process Mixtures.
UAI 2007: 33-40 |
| 4 |  | Francois Caron,
Saiedeh Navabzadeh Razavi,
Jongchul Song,
Philippe Vanheeghe,
Emmanuel Duflos,
Carlos H. Caldas,
Carl T. Haas:
Locating sensor nodes on construction projects.
Auton. Robots 22(3): 255-263 (2007) |
| 3 |  | Francois Caron,
Manuel Davy,
Emmanuel Duflos,
Philippe Vanheeghe:
Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning.
IEEE Transactions on Signal Processing 55(6-1): 2703-2719 (2007) |
| 2006 |
| 2 |  | Francois Caron,
Emmanuel Duflos,
Denis Pomorski,
Philippe Vanheeghe:
GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects.
Information Fusion 7(2): 221-230 (2006) |
| 2005 |
| 1 |  | Francois Caron,
Laurent Capella:
The shawdowed RTOS: A new method for efficient resources management in parallel hardware architectures.
ESA 2005: 17-23 |