Imputation of missing values in multi-view data

no code implementations • 26 Oct 2022 • Wouter van Loon, Marjolein Fokkema, Frank de Vos, Marisa Koini, Reinhold Schmidt, Mark de Rooij

This leads to very large quantities of missing data which, especially when combined with high-dimensionality, makes the application of conditional imputation methods computationally infeasible.

Imputation Meta-Learning +2

Analyzing hierarchical multi-view MRI data with StaPLR: An application to Alzheimer's disease classification

no code implementations • 12 Aug 2021 • Wouter van Loon, Frank de Vos, Marjolein Fokkema, Botond Szabo, Marisa Koini, Reinhold Schmidt, Mark de Rooij

We introduce an extension of this method to a setting where the data has a hierarchical multi-view structure.

Classification regression