Probabilistic programming group, PLTC Section, University of Copenhagen, Copenhagen, Denmark; Department of Statistics, University of Oxford, Oxford, United Kingdom; Probabilistic programming group, SCARB / PLTC Section, Departments of Biology / Computer Science, University of Copenhagen, Copenhagen, Denmark; Biochemistry Department, Brandeis University, MA, USA
Lys Sanz Moreta, Ola Rønning, Ahmad Salim Al-Sibahi, Jotun Hein, Douglas Theobald, Thomas Hamelryck
biological sequences;variational autoencoders;latent representations;ornstein-uhlenbeck process;evolution
Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder