TabPFGen -- Tabular Data Generation with TabPFN

Advances in deep generative modelling have not translated well to tabular data. We argue that this is caused by a mismatch in structure between popular generative models and discriminative models of tabular data. We thus devise a technique to turn TabPFN -- a highly performant transformer initially...

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Hauptverfasser:	Ma, Junwei, Dankar, Apoorv, Stein, George, Yu, Guangwei, Caterini, Anthony
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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