François Caron

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 14

Top Topics

Preferential Attachment

Joint Segmentation

Bayesian Nonparametric

Degree Distribution

Top Venues

Publications

Cian Naik, François Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla
Bayesian Nonparametrics for Sparse Dynamic Networks. ECML/PKDD (5) (2022)
Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee, Hongseok Yang, François Caron
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility. CoRR (2022)
Fadhel Ayed, François Caron
Nonnegative Bayesian nonparametric factor models with completely random measures. Stat. Comput. 31 (5) (2021)
Giuseppe Di Benedetto, François Caron, Yee Whye Teh
Non-exchangeable feature allocation models with sublinear growth of the feature sizes. CoRR (2020)
Fadhel Ayed, François Caron
Nonnegative Bayesian nonparametric factor models with completely random measures for community detection. CoRR (2019)
Juho Lee, Xenia Miscouridou, François Caron
A unified construction for series representations and finite approximations of completely random measures. CoRR (2019)
Fadhel Ayed, Juho Lee, François Caron
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior. CoRR (2019)
Cian Naik, François Caron, Judith Rousseau
Sparse Networks with Core-Periphery Structure. CoRR (2019)
Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, François Caron
A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images. IEEE Access 7 (2019)
Juho Lee, Lancelot F. James, Seungjin Choi, François Caron
A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure. CoRR (2018)
François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes. J. Mach. Learn. Res. 18 (2017)
Jessica Sodjo, Audrey Giremus, François Caron, Jean-François Giovannelli, Nicolas Dobigeon
Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach. SSP (2016)
Adrien Todeschini, François Caron
Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities. CoRR (2016)
François Caron
Book Review: Nonlinear Time Series: Theory, methods, and applications with R examples, by Randal Douc, Eric Moulines, David S. Stoffer - CRC Press, Boca Raton, FL, 2014, xx + 531 pp, $99.95 (H), ISBN 978-1-4665-0225-3. Stat. Comput. 26 (1-2) (2016)
François Caron, Stéphane Coulombe
Video Error Correction Using Soft-Output and Hard-Output Maximum Likelihood Decoding Applied to an H.264 Baseline Profile. IEEE Trans. Circuits Syst. Video Technol. 25 (7) (2015)
Adrien Todeschini, François Caron, Marie Chavent
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms. NIPS (2013)