Repository navigation
Latest version of AIM-GDP - #239
Open
bogdan-kulynych wants to merge 5 commits into
Open
bogdan-kulynych wants to merge 5 commits into
bogdan-kulynych wants to merge 5 commits into
Conversation
- Add budget_type (zcdp or gdp) and privacy_budget to AIMConfig and AIM. - Add _round_parameters helper to convert per-round budget into (epsilon, sigma) for both zcdp and gdp modes while keeping the main loop clean. - Update AIMConfig.configure to convert the zCDP budget to a GDP budget via zcdp_to_gdp when budget_type == gdp. - Return GaussianDpEvent from AIM.dp_event when budget_type == gdp, enabling seamless PLD accounting and composition with DP-SGD. - Add unit tests in aim_test.py for AIMConfig with budget_type='gdp' and calibration. PiperOrigin-RevId: 980684946
![github-actions[bot]](https://avatars.githubusercontent.com/in/15368?s=60&v=4){kind=small}
There was a problem hiding this comment.
👋 Welcome, and thanks for opening your first PR!
We're excited to have you contribute. A few things to help you get started:
- Join the community! Say hello on the Google Differential Privacy Slack — we'd love to hear who you are, what you're working on, and what brought you here.
- A maintainer will review your PR shortly. If you have questions in the meantime, don't hesitate to ask here or on Slack.
Thanks for contributing to privacy-preserving synthetic data generation! 🔐
ryan112358
approved these changes
Oct 9, 2026
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
An implementation of AIM with GDP internal accounting. This PR cherrypicks Ryan's original #190 , and simplifies the expressions, adds unit tests for accounting helpers. For consistency with the paper, the Exponential mechanism's parameter here is renamed to nu.