Courses - Fall 2026
MATH858U
Selected Topics in Analysis; Mathematical Methods in Machine Learning
Credits:
3
Grad Meth:
Reg, Aud, S-F
This course introduces students to the advanced mathematical concepts arising in the context of machine learning. The topics that we will cover include: universal approximation theorems and expressivity theory, geometric deep learning and graph neural networks, optimal transport theory and diffusion models.
Flagship Institution of the University System of Maryland
University of Maryland, College Park, MD 20742, USA
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Phone:
301.405.1000
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