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Lasse Vuursteen

2 accepted papers

2024

Optimal Private and Communication Constraint Distributed Goodness-of-Fit Testing for Discrete Distributions in the Large Sample Regime

NeurIPS 2024poster

We study distributed goodness-of-fit testing for discrete distribution under bandwidth and differential privacy constraints. Information constraint distributed goodness-of-fit testing is a problem that has received considerable attention recently. The important case of discrete distributions is theo…

Cited by 1SourcePDFScholar
2023

Optimal testing using combined test statistics across independent studies

NeurIPS 2023poster

Combining test statistics from independent trials or experiments is a popular method of meta-analysis. However, there is very limited theoretical understanding of the power of the combined test, especially in high-dimensional models considering composite hypotheses tests. We derive a mathematical fr…

Cited by 3SourcePDFScholar