Estimating Differential Entropy using Recursive Copula Splitting
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[1] Igor Vajda,et al. Estimation of the Information by an Adaptive Partitioning of the Observation Space , 1999, IEEE Trans. Inf. Theory.
[3] Dan Stowell,et al. Fast Multidimensional Entropy Estimation by $k$-d Partitioning , 2009, IEEE Signal Processing Letters.
[4] P. Embrechts,et al. STATISTICAL INFERENCE FOR COPULAS IN HIGH DIMENSIONS: A SIMULATION STUDY , 2013, ASTIN Bulletin.
[5] A. Hero,et al. Empirical estimation of entropy functionals with confidence , 2010, 1012.4188.
[6] Jie Sun,et al. Geometric k-nearest neighbor estimation of entropy and mutual information , 2017, Chaos.
[7] Laura Sacerdote,et al. Non-Parametric Estimation of Mutual Information through the Entropy of the Linkage , 2013, Entropy.
[8] Pramod Viswanath,et al. Density functional estimators with k-nearest neighbor bandwidths , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).
[9] Erik G. Miller. A new class of entropy estimators for multi-dimensional densities , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..
[10] Han Liu,et al. Distribution-free tests of independence in high dimensions , 2014, Biometrika.
[11] Alfred O. Hero,et al. Ensemble Estimators for Multivariate Entropy Estimation , 2013, IEEE Transactions on Information Theory.
[12] K. Knuth. Optimal Data-Based Binning for Histograms , 2006, physics/0605197.
[13] Ram Avinery,et al. Universal and Accessible Entropy Estimation Using a Compression Algorithm. , 2017, Physical review letters.
[14] Piotr Indyk,et al. Simultaneous Nearest Neighbor Search , 2016, SoCG.
[15] Fabrizio Durante,et al. Copula Theory and Its Applications , 2010 .
[16] Yoav Y. Schechner,et al. Fast kernel entropy estimation and optimization , 2005, Signal Process..
[17] Driss Aboutajdine,et al. Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification , 2010, Pattern Recognit. Lett..
[18] Jacob Goldberger,et al. ICA based on a Smooth Estimation of the Differential Entropy , 2008, NIPS.
[19] Ram Avinery,et al. Universal and efficient entropy estimation using a compression algorithm , 2017 .
[20] Renato Vicente,et al. An information-theoretic approach to statistical dependence: Copula information , 2009, ArXiv.
[21] Vijay P. Singh,et al. Integrating Entropy and Copula Theories for Hydrologic Modeling and Analysis , 2015, Entropy.
[22] Pramod Viswanath,et al. Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation , 2016, IEEE Transactions on Information Theory.
[23] Deniz Erdogmus,et al. Continuously Differentiable Sample-Spacing Entropy Estimation , 2008, IEEE Transactions on Neural Networks.
[24] A. Kraskov,et al. Estimating mutual information. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.
[25] Dov Levine,et al. Quantifying Hidden Order out of Equilibrium , 2017, Physical Review X.
[26] H. Joe. Estimation of entropy and other functionals of a multivariate density , 1989 .
[27] P. Strevens. Iii , 1985 .
[28] C. Sempi,et al. Copula Theory: An Introduction , 2010 .
[29] L. Györfi,et al. Nonparametric entropy estimation. An overview , 1997 .
[30] Harshinder Singh,et al. Nearest Neighbor Estimates of Entropy , 2003 .
[31] Liam Paninski,et al. Estimation of Entropy and Mutual Information , 2003, Neural Computation.
[32] Chong-Ho Choi,et al. Input Feature Selection by Mutual Information Based on Parzen Window , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[33] C. Granger,et al. USING THE MUTUAL INFORMATION COEFFICIENT TO IDENTIFY LAGS IN NONLINEAR MODELS , 1994 .
[34] Kai Yu,et al. Feature Selection for Gene Expression Using Model-Based Entropy , 2010, IEEE/ACM Transactions on Computational Biology and Bioinformatics.