"statistical hypothesis testing" Papers

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A Statistical Approach for Controlled Training Data Detection

Zirui Hu, Yingjie Wang, Zheng Zhang et al.

DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing

Zhijian Zhou, Xunye Tian, Liuhua Peng et al.

NEURIPS 2025arXiv:2510.11140

Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health

Pavel Dolin, Weizhi Li, Gautam Dasarathy et al.

NEURIPS 2025arXiv:2506.05701

A Secure Image Watermarking Framework with Statistical Guarantees via Adversarial Attacks on Secret Key Networks

Feiyu CHEN, Wei Lin, Ziquan Liu et al.