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Approach the problem from an information theory angle #10

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simi2525 opened this issue Sep 27, 2021 · 0 comments

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simi2525 commented Sep 27, 2021

Attempt an OED approach to sampling/sorting the batches. https://docs.pyro.ai/en/dev/contrib.oed.html#module-pyro.contrib.oed.eig

Either by calculating the estimated information gains, information gains directly or the mutual information between samples to form batches: https://github.com/gtegner/mine-pytorch

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