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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Samirasadat Jamalidinan

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Preprint Aug 2026

ARASH: Adaptive Retrieval And Shot Selection for Tabular Prediction

ARASH (Adaptive, query-specific Retrieval And Shot selection), a method that improves TFM efficiency by selecting optimal shots based on local neighborhood analysis within the training set by reducing the prompt length and memory usage of TabPFN.

Samirasadat Jamalidinan, Yue Xu, Kazem Cheshmi · 0 citations

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