MANNERS: A strategy for representation learning in multivariate datasets with high proportions of missing data
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Missing data present a major challenge for deep learning, and various imputation techniques exist. However, imputation quality generally decreases as missing data rates increase. In time-series data from electronic health records, missing rates for individual ... ...
