2024년도 직장인과 대학원생을 위한 정보 및 학습이론 단기강좌

Introduction to Information Theory 1:
Fundamentals of Information Theory

Introduction to Information Theory 2:
Information Theory in Communication and Data Compression

Introduction to Graph Learning 1:
Graph Signal Processing for ML

Introduction to Graph Learning 2:
Graph Matching: Fundamental Limits and Efficient Algorithms

Transformer for Communications

Resource Management for AI-Native Networks

Federated Learning

Gradient Sign Information is All You Need for Distributed Learning