Separating Adaptive Streaming from Oblivious Streaming Using the Bounded Storage Model
Haim Kaplan, Yishay Mansour, Kobbi Nissim, Uri Stemmer
2021年份
12被引次数
15顶会引用
摘要
We present a streaming problem for which every adversarially-robust streaming algorithm must use polynomial space, while there exists a classical (oblivious) streaming algorithm that uses only polylogarithmic space. This is the first separation between oblivious streaming and adversarially-robust streaming, and resolves one of the central open questions in adversarial robust streaming.
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引用它的顶会 Paper15
- Adaptive Data Analysis with Correlated ObservationsAryeh Kontorovich, Menachem Sadigurschi, Uri StemmerICML 2022 · 被引用 13 次
- Dynamic algorithms against an adaptive adversary: generic constructions and lower boundsAmos Beimel, Haim Kaplan, Yishay Mansour, Kobbi Nissim 等STOC 2022 · 被引用 11 次
- Adversarially Robust Dense-Sparse Tradeoffs via Heavy-HittersDavid P. Woodruff, Samson ZhouNeurIPS 2024 · 被引用 9 次
- Adaptive Data Analysis in a Balanced Adversarial ModelKobbi Nissim, Uri Stemmer, Eliad TsfadiaNeurIPS 2023 · 被引用 6 次
- Adversarial Correctness and Privacy for Probabilistic Data StructuresMia Filic, Kenneth G. Paterson, Anupama Unnikrishnan, Fernando VirdiaCCS 2022 · 被引用 6 次
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