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On Learning Distributions from their Samples

Published on Aug 20, 20151942 Views

One of the most natural and important questions in statistical learning is how well a distribution can be approximated from its samples. Surprisingly, this question has so far been resolved for only a

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Learning Distributions from Samples00:00
Learning probability distributions00:11
ℓ1 distance01:41
χ 2 distance02:30
f-divergence03:10