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1603.08584
Cited By
Exponential Concentration of a Density Functional Estimator
28 March 2016
Shashank Singh
Barnabás Póczós
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Papers citing
"Exponential Concentration of a Density Functional Estimator"
12 / 12 papers shown
Title
Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning
Jize Zhang
B. Kailkhura
T. Y. Han
UQCV
106
227
0
16 Mar 2020
CCMI : Classifier based Conditional Mutual Information Estimation
Sudipto Mukherjee
Himanshu Asnani
Sreeram Kannan
VLM
130
81
0
05 Jun 2019
Convergence Rates for Empirical Estimation of Binary Classification Bounds
Salimeh Yasaei Sekeh
M. Noshad
Kevin R. Moon
Alfred Hero
51
8
0
01 Oct 2018
Minimax Estimation of Quadratic Fourier Functionals
Shashank Singh
Bharath K. Sriperumbudur
Barnabás Póczós
106
5
0
30 Mar 2018
Scalable Mutual Information Estimation using Dependence Graphs
M. Noshad
Yu Zeng
Alfred Hero
77
73
0
27 Jan 2018
Estimating Mutual Information for Discrete-Continuous Mixtures
Weihao Gao
Sreeram Kannan
Sewoong Oh
Pramod Viswanath
92
159
0
19 Sep 2017
Nonparanormal Information Estimation
Shashank Singh
Barnabás Póczós
136
20
0
24 Feb 2017
Direct Estimation of Information Divergence Using Nearest Neighbor Ratios
M. Noshad
Kevin R. Moon
Salimeh Yasaei Sekeh
Alfred Hero
80
45
0
17 Feb 2017
Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators
Shashank Singh
Barnabás Póczós
80
53
0
05 Jun 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators
Weihao Gao
Sewoong Oh
Pramod Viswanath
103
138
0
11 Apr 2016
Analysis of k-Nearest Neighbor Distances with Application to Entropy Estimation
Shashank Singh
Barnabás Póczós
72
37
0
28 Mar 2016
Influence Functions for Machine Learning: Nonparametric Estimators for Entropies, Divergences and Mutual Informations
Kirthevasan Kandasamy
A. Krishnamurthy
Barnabás Póczós
Larry A. Wasserman
J. M. Robins
TDI
112
20
0
17 Nov 2014
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