Separating Adaptive Streaming from Oblivious Streaming
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Abstract (arXiv)
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.
Key facts. Cited by 9 papers in the map (data through 14 Oct 2026). First posted on arXiv 26 Jan 2021.
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Citing papers per year: 2021: 2; 2022: 2; 2023: 2; 2024: 1; 2025: 1; 2026: 1.
9 papers.
- 2021Adversarial Robustness of Streaming Algorithms through Importance Samplingcited by 13
- 2021A Framework for Adversarial Streaming via Differential Privacy and Difference Estimatorscited by 9
- 2022Adaptive Data Analysis with Correlated Observationscited by 9
- 2022Uniform Approximations for Randomized Hadamard Transforms with Applicationscited by 9
- 2023Adaptive Data Analysis in a Balanced Adversarial Modelcited by 5
- 2023Relaxed Models for Adversarial Streaming: The Advice Model and the Bounded Interruptions Modelcited by 0
- 2024Fast White-Box Adversarial Streaming Without a Random Oraclecited by 0
- 2025Bayesian Perspective on Memorization and Reconstructioncited by 0
- 2026Is Randomness Necessary for Adaptive Data Analysis?cited by 0
- 2026Is Randomness Necessary for Adaptive Data Analysis?8 Jul 2026
- 2025Bayesian Perspective on Memorization and Reconstruction29 May 2025
- 2024Fast White-Box Adversarial Streaming Without a Random Oracle10 Jun 2024
- 2023Adaptive Data Analysis in a Balanced Adversarial Model24 May 2023
- 2023Relaxed Models for Adversarial Streaming: The Advice Model and the Bounded Interruptions Model22 Jan 2023
- 2022Uniform Approximations for Randomized Hadamard Transforms with Applications3 Mar 2022
- 2022Adaptive Data Analysis with Correlated Observations21 Jan 2022
- 2021A Framework for Adversarial Streaming via Differential Privacy and Difference Estimators30 Jul 2021
- 2021Adversarial Robustness of Streaming Algorithms through Importance Sampling28 Jun 2021