Elliot Layne

According to our database, Elliot Layne authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Sparsity regularization via tree-structured environments for disentangled representations.

Elliot Layne, Jason S. Hartford, Sébastien Lachapelle, Mathieu Blanchette, Dhanya Sridhar

Trans. Mach. Learn. Res., 2025

2024

Leveraging Structure Between Environments: Phylogenetic Regularization Incentivizes Disentangled Representations.

Elliot Layne, Jason S. Hartford, Sébastien Lachapelle, Mathieu Blanchette, Dhanya Sridhar

CoRR, 2024

PhyloGFN: Phylogenetic inference with generative flow networks.

Ming-Yang Zhou, Zichao Yan, Elliot Layne, Nikolay Malkin, Dinghuai Zhang, Moksh Jain, Mathieu Blanchette, Yoshua Bengio

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2020

Supervised learning on phylogenetically distributed data.

Elliot Layne, Erika N. Dort, Richard C. Hamelin, Yue Li, Mathieu Blanchette

Bioinform., 2020