Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?

Ramiro Daniel Camino, Radu State, Christian A. Hammerschmidt. Oversampling Tabular Data with Deep Generative Models: Is it worth the effort?. In Jessica Zosa Forde, Francisco J. R. Ruiz, Melanie F. Pradier, Aaron Schein, editors, "I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual, December 12, 2020. Volume 137 of Proceedings of Machine Learning Research, pages 148-157, PMLR, 2020. [doi]

Abstract

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