Research

Thesis :

During my PhD, I developed interpretable kernel-based tests to compare multivariate biological samples measured with single-cell techniques in complex experimental settings. [Manuscript] - [Slides] - [Ktest package].

Publications :

• Kernel-Based Testing for Single-Cell Differential Analysis - A. Ozier-Lafontaine, C. Fourneaux, G. Durif, P. Arsenteva, C. Vallot, O. Gandrillon, S. Giraud, B. Michel, F. Picard.

• Evidence for close molecular proximity between reverting and undifferentiated cells - S. Zreika, C. Fourneaux, E. Vallin, L. Modolo, R. Seraphin, A. Moussy, E. Ventre, M. Bouvier, A. Ozier-Lafontaine, A. Bonnaffoux, F. Picard, O. Gandrillon, S. Gonin-Giraud

Preprints :

• Extending Kernel Testing To General Designs - A. Ozier-Lafontaine, F. Picard, B. Michel

Internships :

### Single-cell data analysis at CRCINA, Nantes, France (2019)

• Variational Autoencoders (VAE) for dimension reduction of single-cell

Spatial cognition at Institut de la Vision, Paris, France (2018)

• Landmark-based spatial navigation across the human lifespan - M. Bécu, D. Sheynikhovich, S. Ramanoël, G. Tatur, A. Ozier-Lafontaine, CN Authié, JA Sahel, A. Arleo.

• Selective neural coding of object, feature, and geometry spatial cues in humans - S. Ramanoël, M. Durteste, A. Bizeul, A. Ozier-Lafontaine, M. Bécu, JA Sahel, C. Habas, A. Arleo.

Bio-inspired architectures at IRCICA, Lille, France (2017)

• Bio-inspired neural networks, under the superivsion of Alain Cappy