Poster "tabular data analysis" Papers

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Empowering Decision Trees via Shape Function Branching

Nakul Upadhya, Eldan Cohen

NEURIPS 2025arXiv:2510.19040

Estimating Model Performance Under Covariate Shift Without Labels

Jakub Białek, Juhani Kivimäki, Wojciech Kuberski et al.

NEURIPS 2025arXiv:2401.08348

Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later

Han-Jia Ye, Huai-Hong Yin, De-Chuan Zhan et al.

ICLR 2025arXiv:2407.03257

Amortized Variational Deep Kernel Learning

Alan Matias, César Lincoln Mattos, Joao Paulo Gomes et al.

Differentiable Weightless Neural Networks

Alan Bacellar, Zachary Susskind, Mauricio Breternitz Jr et al.

ICML 2024arXiv:2410.11112

Improving Neural Additive Models with Bayesian Principles

Kouroche Bouchiat, Alexander Immer, Hugo Yèche et al.

ICML 2024arXiv:2305.16905

Interpretable Deep Clustering for Tabular Data

Jonathan Svirsky, Ofir Lindenbaum

ICML 2024arXiv:2306.04785

Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains

Steven Wilkins-Reeves, Xu Chen, Qi Ma et al.

ICML 2024arXiv:2402.14145