"hypothesis testing" Papers

11 papers found

An Auditing Test to Detect Behavioral Shift in Language Models

Leo Richter, Xuanli He, Pasquale Minervini et al.

ICLR 2025oralarXiv:2410.19406
2
citations

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
2
citations

Low-degree evidence for computational transition of recovery rate in stochastic block model

Jingqiu Ding, Yiding Hua, Lucas Slot et al.

NEURIPS 2025spotlight

Prediction-Powered E-Values

Daniel Csillag, Claudio Struchiner, Guilherme Tegoni Goedert

ICML 2025arXiv:2502.04294
9
citations

A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility

Chen E, Yang Cao, Ge Yifei

AAAI 2024paperarXiv:2312.14388
12
citations

A Provable Decision Rule for Out-of-Distribution Detection

Xinsong Ma, Xin Zou, Weiwei Liu

ICML 2024

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.

ICML 2024

Permutation-Based Hypothesis Testing for Neural Networks

Francesca Mandel, Ian Barnett

AAAI 2024paperarXiv:2301.11354
5
citations

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

Donghwan Lee, Xinmeng Huang, Hamed Hassani et al.

ICML 2024arXiv:2203.01850
26
citations