François Caron

18 papers Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Anytime-valid, Bayes-assisted,Prediction-Powered Inference.
CoRR
Valentin Kilian, Stefano Cortinovis, François Caron
2025 J jnl
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference.
CoRR
Stefano Cortinovis, François Caron
2022 — conf
Bayesian Nonparametrics for Sparse Dynamic Networks.
ECML/PKDD (5)
Cian Naik, François Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla
2022 J jnl
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility.
CoRR
Hoil Lee, Fadhel Ayed, Paul Jung, Juho Lee, Hongseok Yang, François Caron
2021 J jnl
Nonnegative Bayesian nonparametric factor models with completely random measures.
Stat. Comput.
Fadhel Ayed, François Caron
2020 J jnl
Non-exchangeable feature allocation models with sublinear growth of the feature sizes.
CoRR
Giuseppe Di Benedetto, François Caron, Yee Whye Teh
2019 J jnl
A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images.
IEEE Access
Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, François Caron
2019 J jnl
A unified construction for series representations and finite approximations of completely random measures.
CoRR
Juho Lee, Xenia Miscouridou, François Caron
2019 J jnl
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior.
CoRR
Fadhel Ayed, Juho Lee, François Caron
2019 J jnl
Nonnegative Bayesian nonparametric factor models with completely random measures for community detection.
CoRR
Fadhel Ayed, François Caron
2019 J jnl
Sparse Networks with Core-Periphery Structure.
CoRR
Cian Naik, François Caron, Judith Rousseau
2018 J jnl
A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure.
CoRR
Juho Lee, Lancelot F. James, Seungjin Choi, François Caron
2017 J jnl
Generalized Pólya Urn for Time-Varying Pitman-Yor Processes.
J. Mach. Learn. Res.
François Caron, Willie Neiswanger, Frank D. Wood, Arnaud Doucet, Manuel Davy
2016 J jnl
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.
François Caron
2016 J jnl
Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities.
CoRR
Adrien Todeschini, François Caron
2016 — conf
Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach.
SSP
Jessica Sodjo, Audrey Giremus, François Caron, Jean-François Giovannelli, Nicolas Dobigeon
2015 J jnl
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.
François Caron, Stéphane Coulombe
2013 — conf
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms.
NIPS
Adrien Todeschini, François Caron, Marie Chavent