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Prior-Aligned Data Cleaning for Tabular Foundation Models

cs.LG · 2026-04-28 · unverdicted · novelty 6.0

L2C2 is a deep RL framework that learns to clean tabular data by aligning it to the synthetic prior of tabular foundation models, yielding higher accuracy on some benchmarks and cross-dataset policy transfer.

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  • Prior-Aligned Data Cleaning for Tabular Foundation Models cs.LG · 2026-04-28 · unverdicted · none · ref 26

    L2C2 is a deep RL framework that learns to clean tabular data by aligning it to the synthetic prior of tabular foundation models, yielding higher accuracy on some benchmarks and cross-dataset policy transfer.