Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation

Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation

7 September 2016

Pramod Viswanath

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Papers citing "Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation"

12 / 12 papers shown

Title
A Bayesian Nonparametric Estimation of Mutual Information L. Al-Labadi Forough Fazeli Asl Z. Saberi 32 1 0 09 Aug 2021
Probabilistic electric load forecasting through Bayesian Mixture Density Networks A. Brusaferri Matteo Matteucci S. Spinelli Andrea Vitali 62 38 0 23 Dec 2020
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation A. Mondal A. Bhattacharya Sudipto Mukherjee A. Prathosh Sreeram Kannan Himanshu Asnani 87 15 0 17 May 2020
A Test for Independence Via Bayesian Nonparametric Estimation of Mutual Information L. Al-Labadi Forough Fazeli Asl Z. Saberi 65 6 0 10 Feb 2020
CCMI : Classifier based Conditional Mutual Information Estimation Sudipto Mukherjee Himanshu Asnani Sreeram Kannan VLM 127 81 0 05 Jun 2019
Learning One-hidden-layer Neural Networks under General Input Distributions Weihao Gao Ashok Vardhan Makkuva Sewoong Oh Pramod Viswanath MLT 84 29 0 09 Oct 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
Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning Stefan Depeweg José Miguel Hernández-Lobato Finale Doshi-Velez Steffen Udluft UQCV PER BDL UD 90 27 0 19 Oct 2017
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 92 159 0 19 Sep 2017
Model-Powered Conditional Independence Test Rajat Sen A. Suresh Karthikeyan Shanmugam A. Dimakis Sanjay Shakkottai VLM CML 65 91 0 18 Sep 2017
Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables Stefan Depeweg José Miguel Hernández-Lobato Finale Doshi-Velez Steffen Udluft PER UQCV UD BDL 96 43 0 26 Jun 2017