Tight Group-Level DP Guarantees for DP-SGD with Sampling via Mixture of Gaussians Mechanisms.
Arun GaneshPublished in: CoRR (2024)
Keyphrases
- mixture of gaussians
- group level
- dynamic programming
- lower bound
- background subtraction
- group formation
- maximum likelihood estimation
- gaussian mixture model
- quality prediction
- class probabilities
- gaussian process
- machine learning
- worst case
- object detection
- image data
- active learning
- reinforcement learning
- decision trees