Professeur
UMR518 AgroParisTech/INRA
Team SOLsTIS
16 rue Claude Bernard
75 231 Paris Cedex 05
Tel : +33 (0)1 89 10 09 43
pierre.barbillon@agroparistech.fr
HDR.
Research
- Designs and analysis of computer experiments.
- Calibration and Validation of computer models.
- Latent Variable Models.
- Social and Ecological Networks.
- Statistical Learning for Networks.
Publications
Pré-publications :
- Kamary, K., Keller, M., Barbillon, P., Gœury C. et Parent É., Computer code validation via mixture model estimation. (arXiv)
- Emre Anakok, Pierre Barbillon, Colin Fontaine, Elisa Thebault. Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks. (arXiv)
- Inass Soukarieh, Gerhard Hessler, Hervé Minoux, Marcel Mohr, Friedemann Schmidt, Jan Wenzel, Pierre Barbillon, Hugo Gangloff, Pierre Gloaguen. HyperSBINN: A Hypernetwork-Enhanced Systems Biology-Informed Neural Network for Efficient Drug Cardiosafety Assessment. (arXiv)