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ascendrestore t1_ivgqnrj wrote

Isn't it equally a delusion to reason that by restricting data (i.e. constraining and adding a lens or a sampling decision) that the patterns produced are true patterns and not merely the effect of sampling?

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visarga t1_ivircgg wrote

Real data is biased and unbalanced. The "long tail" is hard to learn, for example there are papers trying to balance it out for those rare classes. Unfortunately most datasets follow a power law so they have many rare classes.

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