Convergence of Smoothed Empirical Measures with Applications to Entropy EstimationZiv GoldfeldKristjan Greenewaldet al.2020IEEE Trans. Inf. Theory
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization BarrierSpencer ComptonDmitriy Katzet al.2023AISTATS 2023
High-Dimensional Feature Selection for Sample Efficient Treatment Effect EstimationKristjan GreenewaldKarthikeyan Shanmugamet al.2021AISTATS 2021
Sharper rates of convergence for the tensor graphical Lasso estimatorKristjan GreenewaldShuheng Zhou2024ISIT 2024
Synthetic Data Generation via Multidimensional Multiset SumCynthia DworkKristjan Greenewaldet al.2024FORC 2024
Improving Approximate Optimal Transport Distances using QuantizationGaspard BeugnotAude Genevayet al.2021UAI 2021
Optimality of the Plug-in Estimator for Differential Entropy Estimation under Gaussian ConvolutionsZiv GoldfeldKristjan Greenewaldet al.2019ISIT 2019
High-Dimensional Smoothed Entropy Estimation via Dimensionality ReductionYuancheng YuKristjan Greenewaldet al.2023ISIT 2023
Personalized heartsteps: A reinforcement learning algorithm for optimizing physical activityPeng LiaoKristjan Greenewaldet al.2020ACM IMWUT