Completed
Experiment with loan data
Class Central Classrooms beta
YouTube playlists curated by Class Central.
Classroom Contents
The Value of Collaboration in Convex Machine Learning with Differential Privacy
Automatically move to the next video in the Classroom when playback concludes
- 1 Learning on mutiple datasets
- 2 State-of-the-art
- 3 Training ML models
- 4 Learning on private datasets
- 5 Training with DP gradients for general convex fitness functions Slower decaying learning rate
- 6 Value of collaboration
- 7 Experiment with loan data
- 8 Convergence of learning algorithm
- 9 Prediction vs reality
- 10 Conclusions and future work
