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arXiv stat.ML · Papers

Manifold Constrained Tabular Deep Neural Networks

arXiv:2607.09710v1 Announce Type: cross Abstract: Tabular classification is often governed by local, condition-triggered rules rather than smooth global patterns. However, tabular deep neural networks (DNNs) are typically built upon Euclidean representations that favor smooth variations and semantic locality. This pote