Search Results for author: Yonatan Naamad

Found 2 papers, 2 papers with code

Fast Private Kernel Density Estimation via Locality Sensitive Quantization

1 code implementation • 4 Jul 2023 • Tal Wagner, Yonatan Naamad, Nina Mishra

We study efficient mechanisms for differentially private kernel density estimation (DP-KDE).

Density Estimation Quantization

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Code

Explaining a machine learning decision to physicians via counterfactuals

1 code implementation • 10 Jun 2023 • Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner

Machine learning models perform well on several healthcare tasks and can help reduce the burden on the healthcare system.

4

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Code

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