Imputation and low-rank estimation with Missing Not At Random data

Aude Sportisse, Claire Boyer, Julie Josse

Missing values challenge data analysis because many supervised and unsupervised learning methods cannot be applied directly to incomplete data. Matrix completion based on low-rank…