Poster "hypothesis testing" Papers

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Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent

Christy Li, Josep Lopez Camuñas, Jake Touchet et al.

NEURIPS 2025arXiv:2510.21704

H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection

Yuhang Liu, Wenjie Zhao, Yunhui Guo

CVPR 2025arXiv:2503.14832

Prediction-Powered E-Values

Daniel Csillag, Claudio Struchiner, Guilherme Tegoni Goedert

ICML 2025arXiv:2502.04294

A Provable Decision Rule for Out-of-Distribution Detection

Xinsong Ma, Xin Zou, Weiwei Liu

Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference

Luca Masserano, Alexander Shen, Michele Doro et al.

ICML 2024arXiv:2402.05330

Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias

Baohong Li, Haoxuan Li, Ruoxuan Xiong et al.

T-Cal: An Optimal Test for the Calibration of Predictive Models

Donghwan Lee, Xinmeng Huang, Hamed Hassani et al.

ICML 2024arXiv:2203.01850