Julien Chiquet
- Variational inference for sparse network reconstruction from count data
2018/06/08 by Julien Chiquet, Chiquet, Julien, Mahendra Mariadassou +3 · 5 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Computer Science · #Bioinformatics and Genomic Networks #Statistical Methods and Bayesian Inference #Bayesian Methods and Mixture Models
- Variational Inference for Stochastic Block Models From Sampled Data
2017/07/13 by Timothée Tabouy, Tabouy, Timothée, Pierre Barbillon +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Methodology (stat.ME)
- Variational inference for probabilistic Poisson PCA
2017/03/20 by Julien Chiquet, Mahendra Mariadassou, Chiquet, Julien +3 · 2 citations
Computer Science · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Methodology (stat.ME)
- Automated calibration for stability selection in penalised regression and graphical models
2023/07/13 by Barbara Bodinier, Sarah Filippi, Therese Haugdahl Nøst +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Bioinformatics and Genomic Networks #Gene expression and cancer classification #Statistical Methods and Inference
- Zero-inflation in the Multivariate Poisson Lognormal Family
2024/05/23 by Bastien Batardière, Julien Chiquet, Batardière, Bastien +5 · 1 citation
Economics, Econometrics and Finance · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)