1 code implementation • 22 May 2024 • Felix den Breejen, Sangmin Bae, Stephen Cha, Se-Young Yun
Based on this observation, we propose to pretrain ICL-transformers on a new forest dataset generator which creates datasets that are unrealistic, but have complex decision boundaries.
no code implementations • 13 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.
no code implementations • 8 Apr 2022 • Stephen Cha, Taehyeon Kim, Hayeon Lee, Se-Young Yun
The survey analyses supernet optimization methods based on their approaches to spatial and temporal optimization.