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hypothesis test

19 papers

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hypothesis testing (254) statistical test (47) least square (101) cluster number estimation (4) statistical testing (98) parameter estimation (274) model selection (456) stochastic optimization (1060) differential privacy (1016) graph signal (24)

Papers

Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025
Contrastive dimension reduction: when and how? NIPS 2024
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark NIPS 2024
Auditing for Human Expertise NIPS 2023
Adaptive False Discovery Rate Control with Privacy Guarantee JMLR 2023
AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs NIPS 2022
On the Epistemic Limits of Personalized Prediction NIPS 2022
Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022
On the Privacy Properties of GAN-generated Samples AISTATS 2021
Inferring serial correlation with dynamic backgrounds ICML 2021
A Three Sample Hypothesis Test for Evaluating Generative Models AISTATS 2020
Cross-validation Confidence Intervals for Test Error NIPS 2020
Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018
Dip-means: an incremental clustering method for estimating the number of clusters NIPS 2012
Statistical Optimization of Non-Negative Matrix Factorization AISTATS 2011
Statistical Tests for Optimization Efficiency NIPS 2011
PG-means: learning the number of clusters in data NIPS 2006
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG JMLR 2006
Ranking a Random Feature for Variable and Feature Selection JMLR 2003