2024 "hypothesis testing" Papers

6 papers found

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Conference

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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 2024poster

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

Luca Masserano, Alexander Shen, Michele Doro et al.

ICML 2024posterarXiv:2402.05330

Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias

Baohong Li, Haoxuan Li, Ruoxuan Xiong et al.

ICML 2024poster

Permutation-Based Hypothesis Testing for Neural Networks

Francesca Mandel, Ian Barnett

AAAI 2024paperarXiv:2301.11354
4
citations

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

Donghwan Lee, Xinmeng Huang, Hamed Hassani et al.

ICML 2024posterarXiv:2203.01850