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Social Interaction & Research Communication-Doctoral Consortium (SIRC-DC)
Projects by team
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Schedule
Schedule 2
Schedule 2
Week
Topic
Speaker
Suggested Reading
Stage
Week
Topic
Speaker
Suggested Reading
Stage
Week 1
Course Introduction
, Elements of Research (How to be successful), How to read papers
Haolun
Not started
Week 2
Review of Machine Learning Skills &
Project topic selection and team formation
Steve Liu
Not started
Week 3
Machine Learning for Communication Networks
Not started
Week 4
Machine Learning for Information Retrieval and Search
Fernando Diaz / Bhaskar Mitra?
Not started
Week 5
Reinforcement Learning and its Applications
Not started
Week 6
Project topic presentation – Phase 0
Not started
Week 7
Introduction to Large Language Models and their Applications
Yue Dong
A High-level Overview of LLMs
Not started
Week 8
Project progress presentation – Phase I
Not started
Week 9
Advanced Generative Models and their Applications
Understanding Diffusion Models: A Unified Perspective
Not started
Week 10
Machine Learning for Medical Applications (drug discovery, diagnose etc)
Not started
Week 11
Project progress presentations/initial demo – Phase II
Not started
Week 12
Machine Learning for Smart Grids and Energy Systems
Not started
Week 13
Overview of Research Challenges to Bring Machine Learning to Real-World Applications
Not started
Week 14
Project report due / final demo
Not started
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