Francois Caron
12 papers · 2009–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (4) π Academic Marathon (16)
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Conference Polyglot
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Academic Marathon
(16)
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Century Club
(12)
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Conferences
NIPS (6)
AISTATS (2)
ICML (2)
JMLR (2)
Top co-authors
Research topics
Keywords
bayesian nonparametrics
(6)
markov chain monte carlo
(3)
community detection
(2)
network analysis
(2)
dirichlet process
(2)
network modeling
(2)
bayesian nonparametric model
(2)
chinese restaurant process
(2)
gibbs sampling
(2)
indian buffet process
(2)
pitman-yor process
(2)
dirichlet processes
(1)
density estimation
(1)
neural network compression
(1)
bayesian inference
(1)
variational inference
(1)
feature learning
(1)
sequential monte carlo
(1)
posterior inference
(1)
probabilistic modeling
(1)
Papers
FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
ICML 2025
Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility
JMLR 2023
Non-exchangeable feature allocation models with sublinear growth of the feature sizes
AISTATS 2020
A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure
AISTATS 2019
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior
ICML 2019
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data
NIPS 2018
Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling
NIPS 2017
Generalized PΓ³lya Urn for Time-Varying Pitman-Yor Processes
JMLR 2017
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms
NIPS 2013
Bayesian nonparametric models for bipartite graphs
NIPS 2012
Bayesian nonparametric models for ranked data
NIPS 2012
Bayesian Nonparametric Models on Decomposable Graphs
NIPS 2009