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Technical University of Munich

Cristina Cipriani

Department of Mathematics
School of Computation, Information and Technology
Technical University of Munich
Boltzmannstraße 3
85748 Garching (Munich)
Germany

Room:  02.10.33 (find my room)

Office phone number: +49 (89) 289 - 17936

Email: cristina.cipriani(at)ma.tum.de

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She received a bachelor's degree in Mathematical Engineering at Politecnico of Milan and a master's degree in Mathematics at TUM.

She is currently working on Applied Mathematics in connection with Machine Learning: from interacting particle systems and their usage in optimization to the relation between Deep Learning and Partial Differential Equation, with a particle focus on modeling Neural Networks architectures and their training.

Journal Publications

2023

  • Bonnet, Benoît; Cipriani, Cristina; Fornasier, Massimo; Huang, Hui: A measure theoretical approach to the mean-field maximum principle for training NeurODEs. Nonlinear Analysis 227, 2023, 113161 more… BibTeX Full text ( DOI )

2022

  • Cipriani, Cristina; Huang, Hui; Qiu, Jinniao: Zero-Inertia Limit: From Particle Swarm Optimization to Consensus-Based Optimization. SIAM Journal on Mathematical Analysis 54 (3), 2022, 3091-3121 more… BibTeX Full text ( DOI )
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