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KM's avatar

Isn't basically all of ML based on the assumption that there exists some unknown distribution over basically everything?

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Non Linear Panacea's avatar

"all observations are generated by having god randomly generate an iid sample from a probability distribution governed by a few parameters. " This world view is so confusing. "Random variables" in statistical world view seem to be super zombie which make everything rv. Any constant/object + random variable is a random variable. Random variable infects everything ! This worldview is good for mathematical analysis or exploration in some context. Generalizing this idea is so weird.

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