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Department of Computer Science and Technology

Federated Learning

 

Course pages 2022–23

Federated Learning

Lecture Videos

Video recordings of lectures are available within Moodle.

Slides for Lectures

  • 1: What is Federated Learning? -- [here]
  • 2: From Centralized to Federated -- [here]
  • 3: Broken Machine Learning Promises -- [here]
  • 4: Beyond Federated Averaging -- [here]
  • 5: Privacy and Security -- [here]
  • 6: Differential Privacy and Secure Aggregation -- [here]

Additional Documents

  • Additional Reading Material -- [here]