To cite PLNmodels (either PLNPCA or PLNnetwork) in publications, please use: J. Chiquet, M. Mariadassou and S. Robin: The Poisson-lognormal model as a versatile framework for the joint analysis of species abundances, Frontiers in Ecology and Evolution, 2021. A BibTeX entry for LaTeX users is @Article{PLNmodels, author = {Julien Chiquet and Mahendra Mariadassou and Stéphane Robin}, title = {The Poisson-lognormal model as a versatile framework for the joint analysis of species abundances}, journal = {Frontiers in Ecology and Evolution}, year = {2021}, doi = {10.3389/fevo.2021.588292}, url = {https://www.frontiersin.org/articles/10.3389/fevo.2021.588292}, } J. Chiquet, M. Mariadassou and S. Robin: Variational inference for sparse network reconstruction from count data, Proceedings of the 36th International Conference on Machine Learning (ICML), 2019. A BibTeX entry for LaTeX users is @InProceedings{PLNnetwork, author = {Julien Chiquet and Mahendra Mariadassou and Stéphane Robin}, title = {Variational inference for sparse network reconstruction from count data}, booktitle = {Proceedings of the 36th International Conference on Machine Learning}, year = {2019}, volume = {97}, series = {Proceedings of Machine Learning Research}, url = {http://proceedings.mlr.press/v97/chiquet19a.html}, } J. Chiquet, M. Mariadassou and S. Robin: Variational inference for probabilistic Poisson PCA, the Annals of Applied Statistics, 2018. A BibTeX entry for LaTeX users is @Article{PLNPCA, author = {Julien Chiquet and Mahendra Mariadassou and Stéphane Robin}, title = {Variational inference for probabilistic Poisson PCA}, journal = {The Annals of Applied Statistics}, year = {2018}, volume = {12}, pages = {2674--2698}, url = {https://projecteuclid.org/journals/annals-of-applied-statistics/volume-12/issue-4/Variational-inference-for-probabilistic-Poisson-PCA/10.1214/18-AOAS1177.full}, }