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divergence estimation

9 papers

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Co-occurring keywords · papers mentioning both

nonparametric estimation (4) k-nearest neighbor (3) renyi divergence (3) density ratio estimation (2) density estimation (2) entropy estimation (1) concentration inequality (1) finite-sample analysis (1) class prior estimation (1) mixture model (1)

Papers

Function-space regularized Rényi divergences ICLR 2023 Scalable Hash-Based Estimation of Divergence Measures AISTATS 2018 Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NeurIPS 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 α-Divergences AISTATS 2011 Relative Density-Ratio Estimation for Robust Distribution Comparison NeurIPS 2011 Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization NeurIPS 2007