2024 "hypothesis testing" Papers
6 papers found
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