Joan Bruna

Professor at Flatiron Institute

New York, New York, United States
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Summary

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Joan Bruna is a Professor of Computer Science, Data Science and Mathematics at NYU's Courant Institute and a visiting scholar at the Flatiron Institute, with 12+ years of research and academic experience bridging theory and applications. His work focuses on the mathematical foundations of machine learning, particularly at the intersection of harmonic analysis, probability, high-dimensional statistics, and scientific computing. He has a strong track record across top institutions—École Polytechnique, ENS, UC Berkeley and NYU—translating deep theoretical insight into practical advances in invariant representations and nonlinear high-dimensional models. Joan’s background in telecommunications and real-time video processing informs a pragmatic bent toward scientific applications such as climate modeling. Known for rigorous, cross-disciplinary thinking, he combines pure-math training with hands-on algorithmic development that often uncovers unexpected connections between classical analysis and modern ML.
code13 years of coding experience
job19 years of employment as a software developer
bookMSc (french DEA) Mathematiques Vision Apprentissage, MSc (french DEA) Mathematiques Vision Apprentissage at Ecole normale supérieure
bookPhD Applied Mathematics, PhD Applied Mathematics at École Polytechnique
bookUPC Universitat Politècnica de Catalunya
bookbellaterra
languagesEnglish, French, Spanish, Catalan, Japanese
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Github Skills (5)

mathematics10
deep-learning10
matlab7
inference6
reinforcement-learning5

Programming languages (5)

TeXJavaScriptLuaJupyter NotebookMATLAB

Github contributions (5)

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MathsandDataNYU/web

Jan 2017 - Mar 2023

Contributions:158 pushes, 1 branch in 6 years 2 months
MathsandDataNYU/website

Nov 2016 - Mar 2023

Contributions:185 pushes, 1 branch in 6 years 5 months
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