Feb 11, 2023 · We study the space complexity of the two related fields of differential privacy and adaptive data analysis.
Feb 11, 2023 · The line of work on adaptive data analysis focuses on understanding the number of samples needed for answering a sequence of adaptive queries.
Apr 15, 2023 · The line of work on adaptive data analysis focuses on understanding the number of samples needed for answering a sequence of adaptive queries.
Q → M such that: 1. P can be solved non-privately using polylog(d) bits of space. 2. P can be solved privately using sample and space complexity ෨O d.
7 days ago · We study the space complexity of the two related fields of differential privacy and adaptive data analysis. Specifically, 1.
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We study the space complexity of the two related fields of differential privacy and adaptive data analysis. Paper · Add Code.
Duration: 1:02:41
Posted: Jul 24, 2018
Posted: Jul 24, 2018
On Differential Privacy and Adaptive Data Analysis with Bounded Space · Itai DinurUri StemmerDavid P. WoodruffSamson Zhou. Computer Science, Mathematics. IACR ...
Stemmer, D. P. Woodruff, and S. Zhou. On differential privacy and adaptive data analysis with bounded space. CoRR, abs/2302.05707, 2023.
In particular, the following almost matching bounds are known. ... On Differential Privacy and Adaptive Data Analysis with Bounded Space. Preprint. Feb 2023.