Search Results for author: Felix den Breejen

Found 2 papers, 1 papers with code

Why In-Context Learning Transformers are Tabular Data Classifiers

1 code implementation22 May 2024 Felix den Breejen, Sangmin Bae, Stephen Cha, Se-Young Yun

To validate our claim, we develop a novel forest dataset generator which creates datasets that are unrealistic, but have complex decision boundaries.

In-Context Learning

Fine-Tuning the Retrieval Mechanism for Tabular Deep Learning

no code implementations13 Nov 2023 Felix den Breejen, Sangmin Bae, Stephen Cha, Tae-Young Kim, Seoung Hyun Koh, Se-Young Yun

While interests in tabular deep learning has significantly grown, conventional tree-based models still outperform deep learning methods.

Retrieval Transfer Learning

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