LIFELONG DP: CONSISTENTLY BOUNDED DIFFERENTIAL PRIVACY IN LIFELONG MACHINE LEARNING

Keyphrases

• Privacy Concerns 100%
• Training Set 100%
• Differential Privacy 100%
• Lifelong Machine Learning 100%
• Formal Definition 50%
• Scalable Algorithms 50%
• Privacy Loss 50%
• Data Tuple 50%
• New Task 50%
• Privacy Budget 50%
• Batch Training 50%
• Heterogeneous Algorithms 50%
• DP-means 50%
• Training Order 50%
• Private Training 50%

Computer Science

• Machine Learning 100%
• Differential Privacy 100%
• Formal Definition 33%
• Baseline Approach 33%