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Gradient Descent
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Classroom Contents
Towards Collaborative Decentralized Learning
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- 1 Intro
- 2 Gradient Descent
- 3 Federated Learning
- 4 Evolution
- 5 Byzantine Robust Training
- 6 Fix: Using history with momentum
- 7 Robustness theorem
- 8 Robust training: from federated towards decentralized
- 9 Byzantine workers in the graph topology
- 10 Collaborative Learning
- 11 Special Case: Mean Estimation
- 12 Personalized learning/optimization
- 13 References
