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Federated Analytics
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Classroom Contents
Federated Learning and Analytics at Google - Workshop Introduction
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- 1 Intro
- 2 Welcome
- 3 Sean Augustine
- 4 Zach Charles
- 5 Goals
- 6 Mini Workshops
- 7 Brendan McMahon
- 8 Four Privacy Principles
- 9 Crossdevice FL
- 10 Data minimization
- 11 Observations
- 12 Tradeoffs
- 13 Neural Network Training
- 14 Gboard Privacy
- 15 DPFTRL
- 16 Tensorflow Federated
- 17 Federated Analytics
- 18 Research Question
- 19 Federated Dropout
- 20 Embedding Selection
- 21 Questions
