François Caron

发表

Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures

Arnaud Doucet, Manuel Davy, Emmanuel Duflos, 2006, 2006 9th International Conference on Information Fusion.

The shawdowed RTOS: A new method for efficient resources management in parallel hardware architectures

François Caron, Laurent Capella, 2005, ESA.

Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach

Audrey Giremus, Jean-François Giovannelli, Nicolas Dobigeon, 2016, 2016 IEEE Statistical Signal Processing Workshop (SSP).

Sparse graphs using exchangeable random measures

Emily B. Fox, François Caron, E. Fox, 2014, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data [R package NPflow version 0.13.3]

Boris P. Hejblum, François Caron, Chariff Alkhassim, 2020 .

Bayesian nonparametric models of sparse and exchangeable random graphs pdf

Emily B. Fox, François Caron, E. Fox, 2014, ArXiv.

On-line changepoint detection and parameter estimation with application to genomic data

Raphael Gottardo, Arnaud Doucet, François Caron, 2012, Stat. Comput..

Sparse Bayesian nonparametric regression

Arnaud Doucet, François Caron, A. Doucet, 2008, ICML '08.

A maximum likelihood approach to correcting transmission errors for joint source-channel decoding of H.264 coded video

Stéphane Coulombe, François Caron, 2013, 2013 IEEE International Conference on Image Processing.

A Maximum Likelihood Approach to Video Error Correction Applied to H.264 Decoding

Stéphane Coulombe, François Caron, 2012, 2012 Sixth International Conference on Next Generation Mobile Applications, Services and Technologies.

Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures

Arnaud Doucet, Manuel Davy, Emmanuel Duflos, 2007, IEEE Transactions on Signal Processing.

Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning

Manuel Davy, Emmanuel Duflos, François Caron, 2007, IEEE Transactions on Signal Processing.

Exchangeable random measures for sparse and modular graphs with overlapping communities pdf

Adrien Todeschini, François Caron, F. Caron, 2016, Journal of the Royal Statistical Society: Series B (Statistical Methodology).

Bayesian nonparametric models for bipartite graphs

François Caron, 2012, NIPS.

GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects

Denis Pomorski, Emmanuel Duflos, François Caron, 2006, Inf. Fusion.

Particle Approximation of the Intensity Measures of a Spatial Branching Point Process Arising in Multitarget Tracking

Arnaud Doucet, Pierre Del Moral, Michele Pace, 2010, SIAM J. Control. Optim..

Bayesian Nonparametric Models on Decomposable Graphs

Arnaud Doucet, François Caron, A. Doucet, 2009, NIPS.

Video Error Correction Using Soft-Output and Hard-Output Maximum Likelihood Decoding Applied to an H.264 Baseline Profile

Stéphane Coulombe, François Caron, 2015, IEEE Transactions on Circuits and Systems for Video Technology.

Bayesian nonparametric Plackett-Luce models for the analysis of clustered ranked data pdf

Yee Whye Teh, Thomas Brendan Murphy, François Caron, 2012, ArXiv.

Least Committed basic belief density induced by a multivariate Gaussian pdf

Branko Ristic, Emmanuel Duflos, François Caron, 2006, 2006 9th International Conference on Information Fusion.

A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure

Seungjin Choi, Juho Lee, François Caron, 2018, AISTATS.

Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling

Arnaud Doucet, Jean-François Giovannelli, François Caron, 2017, NIPS.

Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data

Yee Whye Teh, François Caron, Xenia Miscouridou, 2018, NeurIPS.

Nonnegative Bayesian nonparametric factor models with completely random measures pdf

François Caron, Fadhel Ayed, F. Caron, 2019, Statistics and computing.

Bayesian nonparametric models for ranked data

Yee Whye Teh, François Caron, Y. Teh, 2012, NIPS.

Comparison of implementations of Gaussian mixture PHD filters

Pierre Del Moral, Michele Pace, François Caron, 2010, 2010 13th International Conference on Information Fusion.

Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms

Marie Chavent, Adrien Todeschini, François Caron, 2013, NIPS.

Generalized Pólya Urn for Time-Varying Pitman-Yor Processes

Arnaud Doucet, Frank D. Wood, Willie Neiswanger, 2017, J. Mach. Learn. Res..

Book Review: Nonlinear Time Series: Theory, methods, and applications with R examples, by Randal Douc, Eric Moulines, David S. Stoffer

François Caron, 2016, Stat. Comput..

Plackett-Luce regression: A new Bayesian model for polychotomous data

Cédric Archambeau, François Caron, 2012, UAI.

Generalized Polya Urn for Time-varying Dirichlet Process Mixtures

Arnaud Doucet, Manuel Davy, François Caron, 2007, UAI.

Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications

Branko Ristic, Emmanuel Duflos, François Caron, 2008, Int. J. Approx. Reason..

Locating sensor nodes on construction projects

Carlos H. Caldas, Carl T. Haas, Emmanuel Duflos, 2007, Auton. Robots.

Fast HEVC Intra Mode Decision Based on Edge Detection and SATD Costs Classification

Stéphane Coulombe, François Caron, Mohammadreza Jamali, 2015, 2015 Data Compression Conference.

Performance evaluation of maximum likelihood decoding combined with error resilient video coding

Fabrice Labeau, Stéphane Coulombe, François Caron, 2014, 2014 IEEE Symposium on Industrial Electronics & Applications (ISIEA).

Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior

Juho Lee, François Caron, Fadhel Ayed, 2019, ICML.

Scalable Bayesian nonparametric regression via a Plackett-Luce model for conditional ranks.

François Caron, C. Holmes, F. Caron, 2015, Electronic journal of statistics.