PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders.

• Tác giả: Jiansi Gao, Frederick A Matsen, Harry Richman, Tianyu Xie, Cheng Zhang
• Ngôn ngữ: eng
• Thông tin xuất bản: United States : ArXiv , 2025
• Bộ sưu tập: NCBI
• ID: 738425

Tóm tắt

Learning informative representations of phylogenetic tree structures is essential for analyzing evolutionary relationships. Classical distance-based methods have been widely used to project phylogenetic trees into Euclidean space, but they are often sensitive to the choice of distance metric and may lack sufficient resolution. In this paper, we introduce