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[D] How to select your data points when doing stochastic optimization?

Have people settled on anything better than the uniform that’s commonly used? Hopefully something unbiased & minimum variance. I’m finding a few papers 1, 2 and thought to check here before trying to implement any of them.

If it’s relevant, my data has 2e14 points and I can afford to do 150M of them.

submitted by /u/psyyduck
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