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Density Estimation

9 directly classified papers

Papers per year

Papers

Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning JMLR 2023
Entropy Estimation via Normalizing Flow AAAI 2022
A Statistical Perspective on Coreset Density Estimation AISTATS 2021
On the Discrepancy between Density Estimation and Sequence Generation EMNLP 2020
On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016
Efficient Nonparametric Smoothness Estimation NIPS 2016
Optimal rates for k-NN density and mode estimation NIPS 2014
Persistent Homology for Learning Densities with Bounded Support NIPS 2012
Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007