Julien Mairal

This paper introduces a hybrid model combining convolutional neural networks and kernel methods for biological sequence analysis, showing improved performance on small datasets and interpretability for motif discovery.

Loter is a software package for local ancestry inference across species, showing robustness to admixture time and outperforming existing tools in simulations.