"tabular datasets" Papers

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Deep Networks Learn Features From Local Discontinuities in the Label Function

Prithaj Banerjee, Harish G Ramaswamy, Mahesh Yadav et al.

ICLR 2025

On the Relationship Between Monotone and Squared Probabilistic Circuits

Benjie Wang, Guy Van den Broeck

AAAI 2025paperarXiv:2408.00876
13
citations

The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity

Ethan Hsu, Tony Cao, Lesia Semenova et al.

NEURIPS 2025

Learning Performance Maximizing Ensembles with Explainability Guarantees

Vincent Pisztora, Jia Li

AAAI 2024paperarXiv:2312.12715

Privacy-Preserving Data Release Leveraging Optimal Transport and Particle Gradient Descent

Konstantin Donhauser, Javier Abad, Neha Hulkund et al.

ICML 2024arXiv:2401.17823
5
citations