$ Eddie Berman / About (Back)
Short Bio: Differentiable programming, geometric deep learning, Julia, and cosmology (mostly weak lensing systematics).
Long Bio: I strive to add inductive biasses from Physics into machine learning and computational imaging problems. I am currently working on my thesis, "A General Theory of Uncertainty-Equivariant Policies," advised by Prof. Robin Walters at Northeastern University Khoury College of Computer Sciences, in collaboration with AstroAI at Harvard University. I also work closely with Prof. Jacqueline McCleary and COSMOS-Web: The JWST Cosmic Origins Survey. For more on my work, please refer to Publications.
Long Bio: I strive to add inductive biasses from Physics into machine learning and computational imaging problems. I am currently working on my thesis, "A General Theory of Uncertainty-Equivariant Policies," advised by Prof. Robin Walters at Northeastern University Khoury College of Computer Sciences, in collaboration with AstroAI at Harvard University. I also work closely with Prof. Jacqueline McCleary and COSMOS-Web: The JWST Cosmic Origins Survey. For more on my work, please refer to Publications.
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