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Classifier based Conditional Mutual Information Estimation #333

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kahaaga opened this issue Sep 3, 2023 · 0 comments
Open

Classifier based Conditional Mutual Information Estimation #333

kahaaga opened this issue Sep 3, 2023 · 0 comments
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conditional mutual information design-discussion Decisions must be made feature request hard Hard and/or time consuming problem. new estimator

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@kahaaga
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kahaaga commented Sep 3, 2023

Mukherjee et al. (2020) introduces some classifier-based estimators of CMI based on neural networks. It would be nice to have these at some point.

However, it would require some design considerations. Perhaps using package extensions with some ML library is an idea.
@kahaaga kahaaga added hard Hard and/or time consuming problem. design-discussion Decisions must be made new estimator conditional mutual information labels Sep 3, 2023
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