2019
Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!
ICML 2019oral
How does missing data affect our ability to learn signal structures? It has been shown that learning signal structure in terms of principal components is dependent on the ratio of sample size and dimensionality and that a critical number of observations is needed before learning starts (Biehl and Mi…