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divergence estimation

8 papers

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Co-occurring keywords

nonparametric estimation (98) k-nearest neighbor (152) density ratio estimation (48) renyi divergence (27) density estimation (398) exponential bound (2) kernel methods (1097) density-ratio estimation (6) variational characterization (2) density functional (2)

Papers

Scalable Hash-Based Estimation of Divergence Measures AISTATS 2018
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NIPS 2016
Class-prior Estimation for Learning from Positive and Unlabeled Data ACML 2015
Generalized Exponential Concentration Inequality for Renyi Divergence Estimation ICML 2014
Nonparametric Estimation of Conditional Information and Divergences AISTATS 2012
On the Estimation of $\alpha$-Divergences AISTATS 2011
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NIPS 2007