Deep Learning on Networks - Introduction and Use Cases
Expected Duration (min): 30 + 30 (Talk + Q&A)
Longer Description by presenter:
In this presentation, I plan to introduce the audience to the basic (and mind-blowing) concepts and capabilities of network analysis, deep learning and what happens on the intersection of both fields. We will derive Neural Networks and Graph Neural Networks from first principles, provide intuition and some examples where these techniques have already been used in research, particularly on Drug Discovery and Drug Repurposing.
Technical Requirements: None
Please feel free to ask any questions related to this talk, or share any thoughts/comments!