Machine Learning: From Data to Mathematical Understanding

Cetraro (CS) - July 03-07, 2023


Practical information - Schedule -  External website


Scientific Directors:

Claudio Agostinelli, Univ. Trento, Italy

Massimo Fornasier, Technical Univ. Munich, Germany

Lorenzo Rosasco, Univ. Genova and IIT, Italy, and MIT, USA

Rebecca Willett, University of Chicago, USA



Lectures:


Philippe Rigollet, MIT, USA - An optimization perspective on sampling

Lorenzo Rosasco, Univ. Genova and IIT, Italy, and MIT, USA. - Regularization Approaches to Machine Learning

Carola-Bibiane Schönlieb, Univ. Cambridge, UK - Data-driven approaches to inverse problems (slides-1, slides-2, slides-3)

Joel Tropp, Caltech Pasadena, USA - Randomized algorithms for linear algebra

Stephen Wright, Univ. Wisconsin, USA - Fundamental Optimization Algorithms for Data Science (slides-1, slides-2, slides-3)






You can apply from January 01, 2023 to April 15, 2023 Apply NOW




CIME activity is supported by INdAM, EMS and Springer.

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