Michiaki Hamada

GeoPhy: Differentiable Phylogenetic Inference via Geometric Gradients of Tree Topologies

Phylogenetic inference, grounded in molecular evolution models, is essential for understanding the evolutionary relationships in biological data. Accounting for the uncertainty of phylogenetic tree variables, which include tree topologies and evolutionary distances on branches, is crucial for accura…