Search Results for author: Mathieu Blanchette

Found 3 papers, 2 papers with code

PhyloGFN: Phylogenetic inference with generative flow networks

1 code implementation12 Oct 2023 Mingyang Zhou, Zichao Yan, Elliot Layne, Nikolay Malkin, Dinghuai Zhang, Moksh Jain, Mathieu Blanchette, Yoshua Bengio

Phylogenetics is a branch of computational biology that studies the evolutionary relationships among biological entities.

Variational Inference

Neural representation and generation for RNA secondary structures

no code implementations ICLR 2021 Zichao Yan, William L. Hamilton, Mathieu Blanchette

Our work is concerned with the generation and targeted design of RNA, a type of genetic macromolecule that can adopt complex structures which influence their cellular activities and functions.

Drug Discovery Inductive Bias +1

Mycorrhiza: Genotype Assignment usingPhylogenetic Networks

1 code implementation14 Oct 2020 Jeremy Georges-Filteau, Richard C. Hamelin, Mathieu Blanchette

Motivation The genotype assignment problem consists of predicting, from the genotype of an individual, which of a known set of populations it originated from.

BIG-bench Machine Learning Dimensionality Reduction +1

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