Convergence of Smoothed Empirical Measures with Applications to Entropy EstimationZiv GoldfeldKristjan Greenewaldet al.2020IEEE Trans. Inf. TheoryPaper
Optimality of the Plug-in Estimator for Differential Entropy Estimation under Gaussian ConvolutionsZiv GoldfeldKristjan Greenewaldet al.2019ISIT 2019Conference paper
Estimating information flow in deep neural networksZiv GoldfeldEwout van den Berget al.2019ICML 2019Conference paper