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CMI estimator for discrete-continuous mixtures based on adaptive histograms #354

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kahaaga opened this issue Oct 5, 2023 · 0 comments
Open

CMI estimator for discrete-continuous mixtures based on adaptive histograms #354

kahaaga opened this issue Oct 5, 2023 · 0 comments
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conditional mutual information feature request new estimator

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@kahaaga
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kahaaga commented Oct 5, 2023

Marx et al. (2021) introduces an adaptive-histogram based estimator for CMI. We should implement it.

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Marx, A., Yang, L., & van Leeuwen, M. (2021). Estimating conditional mutual information for discrete-continuous mixtures using multi-dimensional adaptive histograms. In Proceedings of the 2021 SIAM international conference on data mining (SDM) (pp. 387-395). Society for Industrial and Applied Mathematics.
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