4 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Latent mixed-effect models for high-dimensional longitudinal data
Priscilla Ong, Manuel Haußmann, Otto Lönnroth +1
Modelling longitudinal data is an important yet challenging task. These datasets can be high-dimensional, contain non-linear effects and time-varying covariates. Gaussian process (…
stat.ML2022★ 4 cited
Learning Conditional Variational Autoencoders with Missing Covariates
Siddharth Ramchandran, Gleb Tikhonov, Otto Lönnroth +2
Conditional variational autoencoders (CVAEs) are versatile deep generative models that extend the standard VAE framework by conditioning the generative model with auxiliary covaria…