Paper
Dados & Embeddings
Beyond IID: How General Are Tabular Foundation Models, Really?
Tabular foundation models show varying performance across different data conditions, with traditional methods still outperforming newer approaches on complex, large-scale datasets.
Hugging Face · Daily Papers
·Lennart Purucker, Andrej Tschalzev
·
·▲ 36 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Lennart Purucker, Andrej Tschalzev, Nick Erickson, Gioia Blayer, David Holzmüller, Alan Arazi
- 36 upvotes da comunidade
- Temas: tabular foundation models, predictive machine learning, benchmarking, Data Foundry, IID data, non-IID data
Resumo
Resumo original (em inglês), extraído do paper:
Tabular foundation models show varying performance across different data conditions, with traditional methods still outperforming newer approaches on complex, large-scale datasets.Onde ler
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