Evaluating Deep Multivariate Imputation Models on Wearable Device Data

Skye Goodman, Roussel Desmond Nzoyem, Leandro Junges +5

Wearable device data enables continuous health monitoring, but suffers from structured missingness: features sharing a physical sensor drop out together. Deep imputation methods su…