176 citations
- University of HelsinkiFI10 papers
- Aalto UniversityFI3 papers
- Heidelberg UniversityDE2 papers
- Heinrich Heine University DüsseldorfDE2 papers
- Medical University of ViennaAT2 papers
- Skåne University HospitalSE2 papers
- Technische Universität DresdenDE2 papers
- University of ManchesterGB2 papers
- Aava Medical CentreFI1 paper
- Åbo Akademi UniversityFI1 paper
- Acibadem City ClinicBG1 paper
- Addenbrooke's HospitalGB1 paper
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2020★ 4 cited
Longitudinal Variational Autoencoder
Siddharth Ramchandran, Gleb Tikhonov, Kalle Kujanpää +2
Longitudinal datasets measured repeatedly over time from individual subjects, arise in many biomedical, psychological, social, and other studies. A common approach to analyse high-…
stat.ML2019
Latent Gaussian process with composite likelihoods and numerical quadrature
Siddharth Ramchandran, Miika Koskinen, Harri Lähdesmäki
Clinical patient records are an example of high-dimensional data that is typically collected from disparate sources and comprises of multiple likelihoods with noisy as well as miss…