Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy.
Lucas RosenblattBernease HermanAnastasia HolovenkoWonkwon LeeJoshua R. LoftusElizabeth MckinnieTaras RumezhakAndrii StadnikBill HoweJulia StoyanovichPublished in: Proc. VLDB Endow. (2023)
Keyphrases
- evaluation metrics
- differential privacy
- differentially private
- privacy preserving
- precision and recall
- privacy guarantees
- private data
- data sharing
- learning to rank
- privacy preservation
- evaluation measures
- personal information
- data privacy
- search logs
- privacy protection
- machine learning
- data access
- information extraction
- feature extraction
- learning algorithm