Francois Caron

32 papers A* 4A 5B 2C 3Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference. ICML Stefano Cortinovis, Francois Caron
2025	J	`jnl`	Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning. Trans. Mach. Learn. Res. Francois Caron, Fadhel Ayed, Paul Jung, Hoil Lee, Juho Lee, Hongseok Yang
2023	J	`jnl`	Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility. J. Mach. Learn. Res. Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee, Hongseok Yang, Francois Caron
2023	J	`jnl`	Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning. CoRR Francois Caron, Fadhel Ayed, Paul Jung, Hoil Lee, Juho Lee, Hongseok Yang
2020	A	`conf`	Non-exchangeable feature allocation models with sublinear growth of the feature sizes. AISTATS Giuseppe Di Benedetto, Francois Caron, Yee Whye Teh
2019	A	`conf`	A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure. AISTATS Juho Lee, Lancelot F. James, Seungjin Choi, Francois Caron
2019	A*	`conf`	Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior. ICML Fadhel Ayed, Juho Lee, Francois Caron
2018	A*	`conf`	Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data. NeurIPS Xenia Miscouridou, Francois Caron, Yee Whye Teh
2017	—	`conf`	Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling. NIPS Andrei-Cristian Barbos, Francois Caron, Jean-François Giovannelli, Arnaud Doucet
2015	B	`conf`	Fast HEVC Intra Mode Decision Based on Edge Detection and SATD Costs Classification. DCC Mohammadreza Jamali, Stéphane Coulombe, Francois Caron
2014	J	`jnl`	Bayesian nonparametric models of sparse and exchangeable random graphs. CoRR Francois Caron, Emily B. Fox
2013	B	`conf`	A maximum likelihood approach to correcting transmission errors for joint source-channel decoding of H.264 coded video. ICIP Francois Caron, Stéphane Coulombe
2012	—	`conf`	A Maximum Likelihood Approach to Video Error Correction Applied to H.264 Decoding. NGMAST Francois Caron, Stéphane Coulombe
2012	J	`jnl`	Bayesian nonparametric Plackett-Luce models for the analysis of clustered ranked data CoRR Francois Caron, Yee Whye Teh, Thomas Brendan Murphy
2012	—	`conf`	Bayesian nonparametric models for bipartite graphs. NIPS Francois Caron
2012	J	`jnl`	Bayesian nonparametric models for ranked data CoRR Francois Caron, Yee Whye Teh
2012	—	`conf`	Bayesian nonparametric models for ranked data. NIPS Francois Caron, Yee Whye Teh
2012	J	`jnl`	On-line changepoint detection and parameter estimation with application to genomic data. Stat. Comput. Francois Caron, Arnaud Doucet, Raphael Gottardo
2012	A	`conf`	Plackett-Luce regression: A new Bayesian model for polychotomous data. UAI Cédric Archambeau, Francois Caron
2011	J	`jnl`	Particle Approximation of the Intensity Measures of a Spatial Branching Point Process Arising in Multitarget Tracking. SIAM J. Control. Optim. Francois Caron, Pierre Del Moral, Arnaud Doucet, Michele Pace
2010	C	`conf`	Comparison of implementations of Gaussian mixture PHD filters. FUSION Michele Pace, Pierre Del Moral, Francois Caron
2009	—	`conf`	Bayesian Nonparametric Models on Decomposable Graphs. NIPS Francois Caron, Arnaud Doucet
2008	J	`jnl`	Bayesian Inference for Linear Dynamic Models With Dirichlet Process Mixtures. IEEE Trans. Signal Process. Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
2008	J	`jnl`	Least committed basic belief density induced by a multivariate Gaussian: Formulation with applications. Int. J. Approx. Reason. Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe
2008	A*	`conf`	Sparse Bayesian nonparametric regression. ICML Francois Caron, Arnaud Doucet
2007	A	`conf`	Generalized Polya Urn for Time-varying Dirichlet Process Mixtures. UAI Francois Caron, Manuel Davy, Arnaud Doucet
2007	J	`jnl`	Locating sensor nodes on construction projects. Auton. Robots Francois Caron, Saiedeh Navabzadeh Razavi, Jongchul Song, Philippe Vanheeghe, Emmanuel Duflos, Carlos H. Caldas, Carl T. Haas
2007	J	`jnl`	Particle Filtering for Multisensor Data Fusion With Switching Observation Models: Application to Land Vehicle Positioning. IEEE Trans. Signal Process. Francois Caron, Manuel Davy, Emmanuel Duflos, Philippe Vanheeghe
2006	C	`conf`	Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures. FUSION Francois Caron, Manuel Davy, Arnaud Doucet, Emmanuel Duflos, Philippe Vanheeghe
2006	J	`jnl`	GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects. Inf. Fusion Francois Caron, Emmanuel Duflos, Denis Pomorski, Philippe Vanheeghe
2006	C	`conf`	Least Committed basic belief density induced by a multivariate Gaussian pdf. FUSION Francois Caron, Branko Ristic, Emmanuel Duflos, Philippe Vanheeghe
2005	A	`conf`	The shawdowed RTOS: A new method for efficient resources management in parallel hardware architectures. ESA Francois Caron, Laurent Capella