Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size! - Niels Bruun Ipsen; Lars Kai Hansen (ICML, 2019)

not-MIWAE: Deep Generative Modelling with Missing not at Random Data. - Niels Bruun Ipsen; Pierre-Alexandre Mattei; Jes Frellsen (ICLR, 2021)

How to deal with missing data in supervised deep learning? - Niels Bruun Ipsen; Pierre-Alexandre Mattei; Jes Frellsen (ICLR, 2022)