Physics ∩ ML Seminars |
Events on Wednesday, May 5th, 2021
- Explorations at the Physics ∩ ML Interface
- Time: 11:00 am - 12:15 pm
- Place: Online Seminar: Please sign up for our mailing list at www.physicsmeetsml.org for zoom link
- Speaker: Kyle Cranmer, New York University
- Abstract: Instead of focusing on a specific application, I will discuss a few projects that explore the Physics ∩ ML Interface. How do we incorporate our physical insight into the underlying causal mechanism into the inductive bias of machine learning architectures? Is that helpful or necessary? Why do we care if a model is interpretable? Where do we stand on the spectrum between ML-supercharged data analysis and an AI / robot scientist? How does this line of thinking influence research in AI and ML?
- Host: Gary Shiu