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Control, Confidentiality, and the Right to be Forgotten in Differential Privacy for Machine Learning
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- 1 Introduction
- 2 Disclaimer
- 3 Data Deletion
- 4 The Problem
- 5 Retraining
- 6 Deletion
- 7 Twitter
- 8 Deleting is Confidentiality
- 9 simulatable deletion
- 10 control vs confidentiality
- 11 Deleting confidentiality
- 12 Randomness
- 13 Coupling
- 14 History Independence
- 15 Adaptive and Approximate History Independence
- 16 Example
- 17 Theorems
- 18 Questions
- 19 DP vs ML
