part centralized

Pick anything below and it plays in the bar at the foot of the window — and keeps playing while you go on browsing the directory.

1. 1▶Lecture 8 part 1: Deep Neural NetworksEP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
2. 2▶Lecture 7 part 2: Communication efficiency (general graph)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
3. 3▶Lecture 7 part 1: Communication efficiency (master-worker architecture)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
4. 4▶Lecture 6 part 2: ADMM (hyperparameter optimization and applications)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
5. 5▶Lecture 6 part 1: ADMM (basic definitions and properties)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
6. 6▶Lecture 5 part 2: Distributed ML (general communication topology)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
7. 7▶Lecture 5 part 1: Distributed ML (star communication topology)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
8. 8▶Lecture 4 part 2: Centralized Nonconvex ML (generic solvers)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
9. 9▶Lecture 4 part 1: Centralized Nonconvex ML (basic definitions and special structures)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
   +Watch later
10. 10▶Lecture 3 part 2: Centralized Convex ML (part 2: stochastic algorithms)EP3260 MLoNs: Fundamentals of Machine Learning Over NetworksNotes
    +Watch later