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Density Ratio Estimation

Estimating the ratio of one density function to the other.

Papers

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Title	Date	Tasks	Status	Hype	Score
Savage-Dickey density ratio estimation with normalizing flows for Bayesian model comparison	Jun 4, 2025	Density Ratio Estimation	CodeCode Available	2	5
Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy	Jun 10, 2020	Decision MakingDensity Ratio Estimation	CodeCode Available	1	5
Featurized Density Ratio Estimation	Jul 5, 2021	Data AugmentationDensity Ratio Estimation	CodeCode Available	1	5
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation	Jan 17, 2020	Binary ClassificationChange Point Detection	CodeCode Available	1	5
Mandoline: Model Evaluation under Distribution Shift	Jul 1, 2021	Density Ratio EstimationEpidemiology	CodeCode Available	1	5
Density Ratio Estimation via Infinitesimal Classification	Nov 22, 2021	ClassificationDensity Ratio Estimation	CodeCode Available	1	5
Neural Feature Learning in Function Space	Sep 18, 2023	Density Ratio EstimationLearning Semantic Representations	CodeCode Available	1	5
BORE: Bayesian Optimization by Density-Ratio Estimation	Feb 17, 2021	Bayesian OptimizationBinary Classification	CodeCode Available	1	5
Bridging the Gap Between f-GANs and Wasserstein GANs	Jan 1, 2020	Density Ratio EstimationImage Generation	CodeCode Available	1	5
Telescoping Density-Ratio Estimation	Jun 22, 2020	Density Ratio EstimationMutual Information Estimation	CodeCode Available	1	5

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