Guido Montufar

Professor at Max Planck Institute for Mathematics in the Sciences

Los Angeles, California, United States
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Summary

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Senior
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Guido Montúfar is a Professor of Mathematics and Statistics & Data Science at UCLA with over a decade of research and academic experience bridging pure mathematics, geometry, and machine learning. He directs research at the intersection of math and deep learning, leading a Math Machine Learning group at the Max Planck Institute while holding faculty appointments in Los Angeles. His work traces from physics and mathematics training in Berlin to a PhD from Leipzig/Max Planck, and blends theoretical depth with practical insights into the geometry of deep networks. Known for exploring the mathematical foundations of learning, he brings a rare combination of rigorous theory and applied perspective that informs both graduate training and interdisciplinary collaborations.
code11 years of coding experience
job13 years of employment as a software developer
bookDoctor of Philosophy (PhD), Mathematics, Doctor of Philosophy (PhD), Mathematics at Max Planck Institute for Mathematics in the Sciences / Leipzig University
bookDiplom, Physics, Diplom, Physics at Technische Universität Berlin
languagesEnglish, German, Spanish
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Github Skills (1)

decomposition7

Programming languages (3)

TeXHTMLJupyter Notebook

Github contributions (5)

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Contributions:2 PRs, 9 pushes, 3 branches in 1 month
aprilislandscanary
guidomontufar/computeUI

Feb 2018 - Feb 2018

Contributions:2 PRs, 1 push in 1 day
decompositioncompute
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