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What is: Value Imputation and Mask Estimation?

SourceVIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

**VIME **, or Value Imputation and Mask Estimation, is a self- and semi-supervised learning framework for tabular data. It consists of a pretext task of estimating mask vectors from corrupted tabular data in addition to the reconstruction pretext task for self-supervised learning.