Francois Caron

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 7

Top Topics

Global Convergence

Statistical Models

Bayesian Nonparametric

Degree Distribution

Top Venues

Publications

Francois Caron, Fadhel Ayed, Paul Jung, Hoil Lee, Juho Lee, Hongseok Yang
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning. CoRR (2023)
Giuseppe Di Benedetto, Francois Caron, Yee Whye Teh
Non-exchangeable feature allocation models with sublinear growth of the feature sizes. AISTATS (2020)
Juho Lee, Lancelot F. James, Seungjin Choi, Francois Caron
A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure. AISTATS (2019)
Fadhel Ayed, Juho Lee, Francois Caron
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior. ICML (2019)
Xenia Miscouridou, Francois Caron, Yee Whye Teh
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data. NeurIPS (2018)
Andrei-Cristian Barbos, Francois Caron, Jean-François Giovannelli, Arnaud Doucet
Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling. NIPS (2017)
Mohammadreza Jamali, Stéphane Coulombe, Francois Caron
Fast HEVC Intra Mode Decision Based on Edge Detection and SATD Costs Classification. DCC (2015)
Francois Caron, Emily B. Fox
Bayesian nonparametric models of sparse and exchangeable random graphs. CoRR (2014)
Francois Caron, Stéphane Coulombe
A maximum likelihood approach to correcting transmission errors for joint source-channel decoding of H.264 coded video. ICIP (2013)
Francois Caron, Yee Whye Teh
Bayesian nonparametric models for ranked data CoRR (2012)
Francois Caron
Bayesian nonparametric models for bipartite graphs. NIPS (2012)
Francois Caron, Arnaud Doucet, Raphael Gottardo
On-line changepoint detection and parameter estimation with application to genomic data. Stat. Comput. 22 (2) (2012)
Francois Caron, Yee Whye Teh, Thomas Brendan Murphy
Bayesian nonparametric Plackett-Luce models for the analysis of clustered ranked data CoRR (2012)
Francois Caron, Yee Whye Teh
Bayesian nonparametric models for ranked data. NIPS (2012)
Cédric Archambeau, Francois Caron
Plackett-Luce regression: A new Bayesian model for polychotomous data. UAI (2012)
Francois Caron, Stéphane Coulombe
A Maximum Likelihood Approach to Video Error Correction Applied to H.264 Decoding. NGMAST (2012)
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. Optim. 49 (4) (2011)
Michele Pace, Pierre Del Moral, Francois Caron
Comparison of implementations of Gaussian mixture PHD filters. FUSION (2010)
Francois Caron, Arnaud Doucet
Bayesian Nonparametric Models on Decomposable Graphs. NIPS (2009)
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Trans. Signal Process. 56 (1) (2008)
Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe
Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications. Int. J. Approx. Reason. 48 (2) (2008)
Francois Caron, Arnaud Doucet
Sparse Bayesian nonparametric regression. ICML (2008)
Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe
Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Trans. Signal Process. 55 (6-1) (2007)
Francois Caron, Manuel Davy, Arnaud Doucet
Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. UAI (2007)
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) (2007)
Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. FUSION (2006)
Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe
Least Committed basic belief density induced by a multivariate Gaussian pdf. FUSION (2006)
Francois Caron, Emmanuel Duflos, Denis Pomorski, Philippe Vanheeghe
GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects. Inf. Fusion 7 (2) (2006)
Francois Caron, Laurent Capella
The shawdowed RTOS: A new method for efficient resources management in parallel hardware architectures. ESA (2005)