Estimating the Directed Information and Testing for Causality

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Estimating the Directed Information and Testing for Causality

5 July 2015

Ioannis Kontoyiannis

Maria Skoularidou

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Papers citing "Estimating the Directed Information and Testing for Causality"

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Title
Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation Mauricio E. Gonzalez Jorge F. Silva M. Videla Marcos E. Orchard 62 10 0 27 Oct 2021
Capacity of Continuous Channels with Memory via Directed Information Neural Estimator Ziv Aharoni Dor Tsur Ziv Goldfeld Haim Permuter 54 21 0 09 Mar 2020
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis Chainarong Amornbunchornvej Elena Zheleva T. Berger-Wolf CML 92 46 0 01 Feb 2020
Estimating Transfer Entropy via Copula Entropy Jian Ma OT 36 20 0 10 Oct 2019
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training Murat Kocaoglu Christopher Snyder A. Dimakis S. Vishwanath GAN OOD 109 257 0 06 Sep 2017
Cost-Optimal Learning of Causal Graphs Murat Kocaoglu A. Dimakis S. Vishwanath CML 127 68 0 08 Mar 2017
Entropic Causality and Greedy Minimum Entropy Coupling Murat Kocaoglu A. Dimakis S. Vishwanath B. Hassibi 42 17 0 28 Jan 2017
Entropic Causal Inference Murat Kocaoglu A. Dimakis S. Vishwanath B. Hassibi CML 64 76 0 12 Nov 2016
Semiparametric estimation of mutual information and related criteria : optimal test of independence Amor Keziou P. Regnault 35 1 0 19 Aug 2015