lectures

Copyright (c) 2024 Stefan Vlaski and Ali H. Sayed.

The material on this website is made available to attendees of the IEEE ICASSP 2024 Short Course ``Multi-Agent Optimization and Learning’’ for personal use. It may not be copied, modified, or distributed without written consent by the instructors.

Day 1

  1. Lecture 1
    Foundations
    Morning, Day 1
    slides
  2. Lecture 2
    Learning with a Fusion Center
    Afternoon, Day 1
    slides

Day 2

  1. Lecture 3
    Graphs and their Role in Decentralized Processing
    Morning, Day 2
    slides
  2. Lecture 4
    Algorithms for Decentralized Optimization and Learning
    Afternoon, Day 2
    slides

Day 3

  1. Lecture 5
    Performance Guarantees and Trade-Offs
    Morning, Day 3
    slides
  2. Lecture 6
    Advanced Topics and Open Problems
    Afternoon, Day 3
    slides