Author

Danlu Zhang

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Jul 2026

Tabular Foundation Models for Discrete Choice Estimation

Tabular foundation models (TFMs) generate predictions on structured data via in-context learning, without task-specific estimation. We ask whether TFMs can be effectively applied to discrete choice, a central demand estimation framework in marketing and operations, and find that directly applying TFMs yields limited pe...

Liu Liu, Danlu Zhang · arXiv.org · 0 citations