| 2025 | ICML | FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference. | Stefano Cortinovis, Francois Caron |
| 2020 | AISTATS | Non-exchangeable feature allocation models with sublinear growth of the feature sizes. | Giuseppe Di Benedetto, Francois Caron, Yee Whye Teh |
| 2019 | AISTATS | A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure. | Juho Lee, Lancelot F. James, Seungjin Choi, Francois Caron |
| 2019 | ICML | Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior. | Fadhel Ayed, Juho Lee, Francois Caron |
| 2015 | DCC | Fast HEVC Intra Mode Decision Based on Edge Detection and SATD Costs Classification. | Mohammadreza Jamali, Stphane Coulombe, Francois Caron |
| 2013 | ICIP | A maximum likelihood approach to correcting transmission errors for joint source-channel decoding of H.264 coded video. | Francois Caron, Stphane Coulombe |
| 2012 | UAI | Plackett-Luce regression: A new Bayesian model for polychotomous data. | Cdric Archambeau, Francois Caron |
| 2010 | FUSION | Comparison of implementations of Gaussian mixture PHD filters. | Michele Pace, Pierre Del Moral, Francois Caron |
| 2008 | ICML | Sparse Bayesian nonparametric regression. | Francois Caron, Arnaud Doucet |
| 2007 | UAI | Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. | Francois Caron, Manuel Davy, Arnaud Doucet |
| 2006 | FUSION | Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. | Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe |
| 2006 | FUSION | Least Committed basic belief density induced by a multivariate Gaussian pdf. | Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe |