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Tabular Data Distillation: An Extensive Comparison

In this paper, we present an extensive evaluation of tabular data distillation methods for downstream classification and regression tasks. Our analysis considers multiple distillation approaches that are problem-type independent (i.e., unsupervised). For downstream learners, we focus on non-neural m...

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Bibliografiske detaljer
Principais autores: Corneliu Florea, Eduard Barnoviciu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-03-01
Serier:Machine Learning and Knowledge Extraction
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Online adgang:https://www.mdpi.com/2504-4990/8/4/84
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