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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.
The text was updated successfully, but these errors were encountered:
aloctavodia
changed the title
Add probabilistic numerics routines
Explore if preliz can benefit from probabilistic numerics routines
Jan 17, 2023
Maybe some of our functions could benefit from a Probabilistic Numerics perspective. https://www.probabilistic-numerics.org/
Functions like
maxent
orroulette
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.
The text was updated successfully, but these errors were encountered: