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Soma Onishi
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 3
Top Topics
Deep Learning
Tabular Data
Tree Construction
Pruning Algorithm
Top Venues
CoRR
Mach. Learn. Knowl. Extr.
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Publications
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Soma Onishi
,
Masahiro Nishimura
,
Ryota Fujimura
,
Yoichi Hayashi
Why Do Tree Ensemble Approximators Not Outperform the Recursive-Rule eXtraction Algorithm?
Mach. Learn. Knowl. Extr.
6 (1) (2024)
Soma Onishi
,
Shoya Meguro
Rethinking Data Augmentation for Tabular Data in Deep Learning.
CoRR
(2023)
Soma Onishi
,
Kenta Oono
,
Kohei Hayashi
TabRet: Pre-training Transformer-based Tabular Models for Unseen Columns.
CoRR
(2023)