Analytic and Geometric Approaches to Machine LearningREAL
11/07/2022 - 15/07/2022
Dr Matthew Thorpe (The University of Manchester), Dr Bamdad Hosseini (California Institute of Technology), Dr Patricia Vitoria Carrera (Universitat Pompeu Fabra, Barcelona)
Whilst the impact of Machine Learning methods continue to grow, with applications in medicine, computer vision, climatology and many more the theory has often lagged behind. This is the second workshop, following from the first online workshop held on the 26th-30th July 2021, that aims to bridge the gap between theory and applications. In particular, the workshop will bring together researchers that apply mathematical methodology to machine learning. We particularly want to emphasise how mathematical theory can inform applications and vice versa.