The paper introduces two general frameworks for conditional two-sample testing by converting conditional independence tests or using density ratio estimation to enable marginal comparisons.
Five Proofs of Chernoff's Bound with Applications
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abstract
We discuss five ways of proving Chernoff's bound and show how they lead to different extensions of the basic bound.
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2024 1verdicts
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General Frameworks for Conditional Two-Sample Testing
The paper introduces two general frameworks for conditional two-sample testing by converting conditional independence tests or using density ratio estimation to enable marginal comparisons.