Kaspar Märtens

Latest

• Disentangling shared and private latent factors in multimodal Variational Autoencoders
• Rarity: discovering rare cell populations from single-cell imaging data
• Associations between baseline opioid use disorder severity, mental health and biopsychosocial functioning, with clinical responses to computer-assisted therapy treatment
• Bayesian statistics and modelling
• BasisVAE: Translation-invariant feature-level clustering with Variational Autoencoders
• Neural decomposition: Functional anova with variational autoencoders
• Augmented ensemble mcmc sampling in factorial hidden markov models
• Decomposing feature-level variation with covariate Gaussian process latent variable models