arkhn / dsPrivacy

A DataShield Differential Privacy Library
Apache License 2.0
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Implement weighted combine methods with DP #5

Closed LaRiffle closed 2 years ago

LaRiffle commented 2 years ago

We can start by asking each time the DP-size of the dataset for the weighted aggregation (and cut a part of the privacy budget accordingly), like for the mean function. In a second step (independent of this issue), we will try to cache the DP-size to avoid spending budget on this).

For tricky methods like variance / covariance, we will need further implementations, so let's put this on a different issue for later.

LaRiffle commented 2 years ago

@Jasopaum I have added the description, let me know if you want to discuss this live!

LaRiffle commented 2 years ago