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NeurIPS 2026UQAMAppleU EssexMila - Université de MontréalUniversité du Québec à MontréalTabular data

TabK: Amortized Bayesian Estimation of the Number of Clusters in Tabular Data

Mohammadreza Bakhtyari, Bogdan Mazoure, Renato C de Amorim, Guillaume Rabusseau and 1 more

Paris Poster Session 3, Thu, Dec 10, 12:30 PM–2:30 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026U EssexSlovak Academy of SciencesActive learning

Hypernetworks for Dynamic Feature Selection

Hyper-DFS uses hypernetworks to generate subset-specific classifiers for dynamic feature selection, achieving lower structural complexity and stronger zero-shot generalization than existing methods.

Javier Fumanal Idocin, Raquel Fernandez-Peralta, Javier Andreu-Perez

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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