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In probability and statistics, a probability distribution assigns a probability to each measurable subset of the possible outcomes of a random experiment, survey, or procedure of statistical inference.
1
vote
Learn a distribution from distributions on samples
The exact results really depend on all the particularities of your model (how do you allow errors, can you ask for specific samples, the nature of the noise, etc, etc). It may be a feasible task or no …