• Cell specialization and coordination in Arabidopsis leaves upon pathogenic attack revealed by scRNA-seq.
  Etienne Delannoy, Bastien Batardiere, Stéphanie Pateyron, Ludivine Soubigou-Taconnat, Julien Chiquet, Jean Colcombet, Julien Lang.
  Web paper

• Finite-sum optimization: Adaptivity to smoothness and loopless variance reduction
  Bastien Batardière, Joon Kwon.
  Arxiv

• Zero-inflation in the Multivariate Poisson Lognormal Family
  Bastien Batardière, Julien Chiquet, François Gindraud and Mahendra Mariadassou.
  Arxiv

• Importance sampling-based gradient method for dimension reduction in Poisson log-normal model
  Bastien Batardière, Julien Chiquet, Joon Kwon and Julien Stoehr.
  Arxiv

• Evaluating Parameter Uncertainty in the Poisson Lognormal Model with Corrected Variational Estimators
  Bastien Batardière, Julien Chiquet and Mahendra Mariadassou.
  Arxiv

• pyPLNmodels: A Python package to analyze multivariate high-dimensional count data
  Bastien Batardière, Joon Kwon and Julien Chiquet.
  Arxiv