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Explore if preliz can benefit from probabilistic numerics routines #82

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aloctavodia opened this issue Oct 17, 2022 · 0 comments
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@aloctavodia
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Maybe some of our functions could benefit from a Probabilistic Numerics perspective. https://www.probabilistic-numerics.org/

Functions like maxent or roulette could either return a single distribution (current behavior) or a few distributions representing the optimization uncertainty and input uncertainty. For example, for the roulette method, the discreteness of the bins/chips.

The main goal is to avoid users to be overconfident of their decisions.

@aloctavodia aloctavodia changed the title Add probabilistic numerics routines Explore if preliz can benefit from probabilistic numerics routines Jan 17, 2023
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