Caron, François

1. Non-exchangeable random partition models for microclustering
   2017/11/20 by Giuseppe Di Benedetto, François Caron, Di Benedetto, Giuseppe +3 · 2 citations
   Mathematics · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #stat.ME #stat.ML
2. Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data
   2018/03/16 by Xenia Miscouridou, François Caron, Miscouridou, Xenia +3 · 1 citation
   Computer Science · Mathematics · Medicine · Physics and Astronomy · #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (stat.ML) #stat.ML
3. Biips: Software for Bayesian Inference with Interacting Particle Systems
   2014/12/11 by Adrien Todeschini, Todeschini, Adrien, François Caron +7 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #stat.CO
4. Sparse Networks with Core-Periphery Structure
   2019/10/21 by Cian Naik, François Caron, Naik, Cian +3 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #05C80. Secondary: 60G55 #FOS: Computer and information sciences #FOS: Physical sciences #Methodology (stat.ME) #Physics and Society (physics.soc-ph) #Primary: 62F15 #Social and Information Networks (cs.SI) #cs.SI #msc:05C80. #msc:60G55 #msc:62F15 #physics.soc-ph #stat.ME
5. Nonnegative Bayesian nonparametric factor models with completely random measures for community detection
   2019/02/27 by Fadhel Ayed, Ayed, Fadhel, François Caron +1 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Social and Information Networks (cs.SI) #Stochastic processes and statistical mechanics #cs.SI #stat.ME
6. FAB-PPI: Frequentist, Assisted by Bayes, Prediction-Powered Inference
   2025/02/04 by Stefano Cortinovis, Cortinovis, Stefano, François Caron +1 · 4 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Bayes-assisted Confidence Regions: Focal Point Estimator and Bounded-influence Priors
   2024/10/26 by Stefano Cortinovis, Cortinovis, Stefano, François Caron +1 · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Methodology (stat.ME)