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Measuring Multivariate Redundant Information with Pointwise Common Change in Surprisal JOURNAL ARTICLE published 29 June 2017 in Entropy Research funded by Wellcome Trust (107801/Z/15/Z) |
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Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices JOURNAL ARTICLE published 18 April 2018 in Entropy |
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Decomposing and Tracing Mutual Information by Quantifying Reachable Decision Regions JOURNAL ARTICLE published 30 June 2023 in Entropy Research funded by Swedish Civil Contingencies Agency (MSB 2018-12526) |
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Multivariate Pointwise Information-Driven Data Sampling and Visualization JOURNAL ARTICLE published 16 July 2019 in Entropy Research funded by U.S. Department of Energy (ECP Alpine project) |
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Multivariate Surprisal Analysis of Gene Expression Levels JOURNAL ARTICLE published 11 December 2016 in Entropy |
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Information Landscape and Flux, Mutual Information Rate Decomposition and Connections to Entropy Production JOURNAL ARTICLE published 11 December 2017 in Entropy Research funded by National Natural Science Foundation of China (NSFC-91430217) | National Science Foundation (NSF-PHY-76066) |
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Compressed Secret Key Agreement:Maximizing Multivariate Mutual Information per Bit JOURNAL ARTICLE published 14 October 2017 in Entropy Research funded by University Grants Committee (14200714) |
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Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition JOURNAL ARTICLE published 14 September 2017 in Entropy |
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A Path-Based Partial Information Decomposition JOURNAL ARTICLE published 29 August 2020 in Entropy |
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Review 1: Offset estimator of differential entropy and mutual information with multivariate data PEER REVIEW published 19 March 2022 |
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Exact Partial Information Decompositions for Gaussian Systems Based on Dependency Constraints JOURNAL ARTICLE published 30 March 2018 in Entropy |
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Review 2: Offset estimator of differential entropy and mutual information with multivariate data PEER REVIEW published 19 August 2022 |
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A Novel Approach to the Partial Information Decomposition JOURNAL ARTICLE published 13 March 2022 in Entropy |
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Geometric Insights into the Multivariate Gaussian Distribution and Its Entropy and Mutual Information JOURNAL ARTICLE published 7 August 2023 in Entropy Research funded by National Science and Technology Council, Taiwan (NSTC 111-2221-E-019-047) |
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Multimode Decomposition and Wavelet Threshold Denoising of Mold Level Based on Mutual Information Entropy JOURNAL ARTICLE published 21 February 2019 in Entropy Research funded by National Natural Science Foundation of China (51575429) |
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Modeling Categorical Variables by Mutual Information Decomposition JOURNAL ARTICLE published 4 May 2023 in Entropy Research funded by National Science and Technology Council Taiwan (110-2410-H-001-046) |
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Partial and Entropic Information Decompositions of a Neuronal Modulatory Interaction JOURNAL ARTICLE published 26 October 2017 in Entropy |
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Non-Negative Decomposition of Multivariate Information: From Minimum to Blackwell-Specific Information JOURNAL ARTICLE published 15 May 2024 in Entropy Research funded by Swedish Civil Contingencies Agency (MSB 2018-12526) | Swedish Research Council (VR 2020-04430) |
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Multiscale Information Decomposition: Exact Computation for Multivariate Gaussian Processes JOURNAL ARTICLE published 8 August 2017 in Entropy |
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Information Landscape and Flux, Mutual Information Rate Decomposition and Entropy Production POSTED CONTENT published |