Develops space-optimal ℓ_p samplers for data streams and uses them to resolve open problems in unbiased F_p estimation under the forget model while generalizing to suffix-prefix deletions and entropy estimation.
Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, and David P
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Unbiased Insights: Optimal Streaming Algorithms for $\ell_p$ Sampling, the Forget Model, and Beyond
Develops space-optimal ℓ_p samplers for data streams and uses them to resolve open problems in unbiased F_p estimation under the forget model while generalizing to suffix-prefix deletions and entropy estimation.