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)

• 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)