On the Kozachenko-Leonenko entropy estimator

24 February 2016

Papers citing "On the Kozachenko-Leonenko entropy estimator"

15 / 15 papers shown

Title
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai Xinze Wang Chandan Singh Jianwei Yang Jianfeng Gao Yi-An Ma 552 1 0 17 Feb 2025
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 150 6 0 16 Jun 2024
Spatial Bayesian Neural Networks A. Zammit‐Mangion Michael D. Kaminski Ba-Hien Tran Maurizio Filippone Noel Cressie BDL 55 9 0 16 Nov 2023
All You Need is a Good Functional Prior for Bayesian Deep Learning Ba-Hien Tran Simone Rossi Dimitrios Milios Maurizio Filippone OOD BDL 77 61 0 25 Nov 2020
Statistical estimation of the Kullback-Leibler divergence A. Bulinski Denis Dimitrov 60 18 0 29 Jun 2019
Convergence of Smoothed Empirical Measures with Applications to Entropy Estimation Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy Jonathan Niles-Weed 107 68 0 30 May 2019
Estimating Differential Entropy under Gaussian Convolutions Ziv Goldfeld Kristjan Greenewald Yury Polyanskiy 63 11 0 27 Oct 2018
Bandit-Based Monte Carlo Optimization for Nearest Neighbors Vivek Bagaria Tavor Z. Baharav G. Kamath David Tse 35 12 0 21 May 2018
Siamese Generative Adversarial Privatizer for Biometric Data Witold Oleszkiewicz Peter Kairouz Karol J. Piczak Ram Rajagopal Tomasz Trzciñski AAML 51 16 0 23 Apr 2018
Statistical Estimation of Conditional Shannon Entropy A. Bulinski A. Kozhevin 48 13 0 23 Apr 2018
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal Jiantao Jiao Weihao Gao Yanjun Han 78 47 0 23 Nov 2017
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 114 73 0 06 Nov 2017
Bias Correction with Jackknife, Bootstrap, and Taylor Series Jiantao Jiao Yanjun Han 74 22 0 18 Sep 2017
Shape-preserving wavelet-based multivariate density estimation Carlos Aya-Moreno G. Geenens S. Penev 29 4 0 28 Aug 2017
Efficient multivariate entropy estimation via $k$ -nearest neighbour distances Thomas B. Berrett R. Samworth M. Yuan 147 126 0 01 Jun 2016