2 papers
cs.LG2024
Sparsity regularization via tree-structured environments for disentangled representations
Elliot Layne, Jason Hartford, Sébastien Lachapelle +2
Many causal systems such as biological processes in cells can only be observed indirectly via measurements, such as gene expression. Causal representation learning -- the task of c…
q-bio.PE2023
PhyloGFN: Phylogenetic inference with generative flow networks
Mingyang Zhou, Zichao Yan, Elliot Layne +5
Phylogenetics is a branch of computational biology that studies the evolutionary relationships among biological entities. Its long history and numerous applications notwithstanding…