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AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler
In real-world scenarios, tabular data often suffer from distribution shifts that threaten the performance of machine learning models. …
Changhun Kim, Taewon Kim, Seungyeon Woo, June Yong Yang, Eunho Yang
Mar. 10, 1998
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AdapTable: Test-Time Adaptation for Tabular Data via Shift-Aware Uncertainty Calibrator and Label Distribution Handler