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Tamalika Mukherjee

2 accepted papers

2025

Differentially Private Space-Efficient Algorithms for Counting Distinct Elements in the Turnstile Model

ICML 2025poster

The *turnstile* continual release model of differential privacy captures scenarios where a privacy-preserving real-time analysis is sought for a dataset evolving through additions and deletions. In typical applications of real-time data analysis, both the length of the stream $T$ and the size of t…

Cited by 0SourcePDFScholar
2023

Differentially Private $L_2$-Heavy Hitters in the Sliding Window Model

ICLR 2023top-25%

The data management of large companies often prioritize more recent data, as a source of higher accuracy prediction than outdated data. For example, the Facebook data policy retains user search histories for $6$ months while the Google data retention policy states that browser information may be sto…

Cited by 8SourcePDFScholar