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Function Privatization in the Local Model

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Function Privatization in the Local Model

·8 min read·Yuting Liang, Tian Shu, Ke Yi

This paper tackles the challenging problem of privately releasing continuous functions representing personal data (e.g., trajectories or 1D density.

researchlocal-differential-privacyfunction-privacygeo-privacymetric-privacy

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Linguistic Monoculture in LLM-Assisted Language Use

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Linguistic Monoculture in LLM-Assisted Language Use

·7 min read·Suhas Thejaswi, Juhi Kulshreshta, Lutz Oettershagen

This paper investigates how increasing reliance on large language models (LLMs) to assist in writing shapes population-level linguistic variation, a.

researchlinguistic-monoculturelarge-language-modelsalgorithmic-monoculturepersonalization

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