"tabular data analysis" Papers
12 papers found
Conference
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
6
citations
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset
Yoontae Hwang, Yongjae Lee
AAAI 2025paperarXiv:2412.12864
1
citations
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
15
citations
Amortized Variational Deep Kernel Learning
Alan Matias, César Lincoln Mattos, Joao Paulo Gomes et al.
ICML 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer et al.
AAAI 2024paperarXiv:2401.12069
33
citations
Differentiable Weightless Neural Networks
Alan Bacellar, Zachary Susskind, Mauricio Breternitz Jr et al.
ICML 2024arXiv:2410.11112
27
citations
Gaussian Process Neural Additive Models
Wei Zhang, Brian Barr, John Paisley
AAAI 2024paperarXiv:2402.12518
12
citations
Improving Neural Additive Models with Bayesian Principles
Kouroche Bouchiat, Alexander Immer, Hugo Yèche et al.
ICML 2024arXiv:2305.16905
13
citations
Interpretable Deep Clustering for Tabular Data
Jonathan Svirsky, Ofir Lindenbaum
ICML 2024arXiv:2306.04785
15
citations
Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains
Steven Wilkins-Reeves, Xu Chen, Qi Ma et al.
ICML 2024arXiv:2402.14145
2
citations
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries
Xinyi He, Mengyu Zhou, Xinrun Xu et al.
AAAI 2024paperarXiv:2312.13671
44
citations