DiscoGen: Learning to Discover Gene Regulatory Networks
Nan Rosemary Ke, Sara-Jane Dunn, Jorg Bornschein, Silvia Chiappa, Mélanie Rey, Jean-Baptiste Lespiau, Albin Cassirer, Jane Wang, Théophane Weber, David G. T. Barrett, Matthew Botvinick, Anirudh Goyal, Mike Mozer, Danilo Jimenez Rezende
This paper introduces DiscoGen, a neural network-based method for discovering Gene Regulatory Networks that outperforms state-of-the-art causal discovery methods.
bioRxiv · Apr 11, 2023 · PreprintGenomics