GROMOV–WASSERSTEIN DISTANCES: ENTROPIC REGULARIZATION, DUALITY AND SAMPLE COMPLEXITYZhengxin ZhangZiv Goldfeldet al.2024Annals of Statistics
k-Sliced Mutual Information: A Quantitative Study of Scalability with DimensionZiv GoldfeldKristjan Greenewaldet al.2022NeurIPS 2022
Cycle Consistent Probability Divergences Across Different SpacesZhengxin ZhangYoussef Mrouehet al.2022AISTATS 2022
Sliced Mutual Information: A Scalable Measure of Statistical DependenceZiv GoldfeldKristjan Greenewald2021NeurIPS 2021
Convergence of Smoothed Empirical Measures with Applications to Entropy EstimationZiv GoldfeldKristjan Greenewaldet al.2020IEEE Trans. Inf. Theory
Optimality of the Plug-in Estimator for Differential Entropy Estimation under Gaussian ConvolutionsZiv GoldfeldKristjan Greenewaldet al.2019ISIT 2019