Mathematics for Data Science, Artificial Intelligence, and Machine Learning 2022

Silvia Villa (University of Genova) Regularization properties of first order methods, 04 November 2022 at 2.00 p.m. room 1, Povo 0, (Video)

Dario Trevisan (University of Pisa) Quantitative Gaussian approximation of randomly initialized deep neural networks, 14 October 2022 at 2.00 p.m. room 1, Povo 0, (Video), Slides

Fabio Camilli (University Roma La Sapienza) A Mean Field Games approach to cluster analysis, 21 September 2022 at 12.00 p.m. room 1, Povo 0, , (Video), Slides

Ernesto De Vito (University of Genova) Understanding Neural Networks with Reproducing Kernel Banach Spaces, 18 May 2022 at 4.30 p.m. room 1, Povo 0, (Video)
 Arthur Renaudineau (Université de Lille) Introduction to Tropical Geometry
 16 May 2022 at 3p.m. room 7, Povo 0 (Video)
 17 May 2022 at 10.30a.m. room 7, Povo 0 (Video)

Massimo Fornasier (Technische Universität München) Three Tales of Mathematics of Machine Learning, 06 May 2022 at 2.30 p.m. room 1, Povo 0, (Video)

Antonio Lijoi (Bocconi Milano) Compositions of discrete random structures in Bayesian nonparametrics, 22 April 2022 at 2.30 p.m. room 1, Povo 0, (Video)

Daniele Castellana (Università di Pisa) A Tensor Framework for Learning in Structured Domains, 20 April 2022 at 2 p.m. room 1, Povo 0, (Video)

David Sutter (ETHZ & IBM Zurigo) Towards a quantum advantage in machine learning, 06 April 2022 at 3:30 p.m. room A104, (Video)

Giovanna Citti (UniBO & Centro Linceo Beniamino Segre) Lie symmetries in CNN architectures, 17 March 2022 at 3:30 p.m. room Seminari 1, (Video)
 For further information, please contact Prof. Gian Paolo Leonardi