AIBullisharXiv – CS AI · 9h ago7/10
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Toward Privileged Foundation Models:LUPI for Accelerated and Improved Learning
Researchers introduce PIQL, a framework that leverages privileged information to accelerate training and improve generalization in tabular foundation models. By incorporating dataset-level statistics and encodings of data-generating processes during training, the approach reduces computational requirements and convergence time while maintaining inference efficiency through reconstruction mechanisms.