Soma Onishi | DeepAI

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Featured Co-authors

Kohei Hayashi
19 publications
Kenta Oono
12 publications
Shoya Meguro
1 publication

research

∙ 05/17/2023

Rethinking Data Augmentation for Tabular Data in Deep Learning

Tabular data is the most widely used data format in machine learning (ML...

0 Soma Onishi, et al. ∙

research

∙ 03/28/2023

TabRet: Pre-training Transformer-based Tabular Models for Unseen Columns

We present TabRet, a pre-trainable Transformer-based model for tabular d...

0 Soma Onishi, et al. ∙