most citedSAITS: Self-Attention-based Imputation for Time Series

559 citations · 559 across the 1 of their papers we have counts for

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1 paper

cs.LG2022★ 559 cited

SAITS: Self-Attention-based Imputation for Time Series

Wenjie Du, David Cote, Yan Liu

Missing data in time series is a pervasive problem that puts obstacles in the way of advanced analysis. A popular solution is imputation, where the fundamental challenge is to dete…