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OpenMined / PyDP

The Python Differential Privacy Library. Built on top of: https://github.com/google/differential-privacy
Apache License 2.0
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Subsample and aggregate Example #331

Closed kamathhrishi closed 1 year ago

kamathhrishi commented 3 years ago

Example of subsample and aggregate DP mechanism on Carrots example.

review-notebook-app[bot] commented 3 years ago

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chinmayshah99 commented 3 years ago
  1. Can you explain in the notebook a bit of what exactly the technique is?
  2. Also, can you take a look at this: https://github.com/OpenMined/PyDP/blob/dev/examples/Tutorial%204-Launch_demo/DP%20proof.ipynb
  3. We have something called merge(): https://pydp.readthedocs.io/en/latest/pydp.html#pydp.algorithms.laplacian.BoundedMean.merge. I'm wondering can we do a comparative analysis on the same. if there is a significant difference, we can take it up ahead