The LMS/ICMS Bath Symposium on the Analytic and Geometric Approaches to Machine Learning took place in Bath from 11-15 July 2022.

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 was the second workshop, following from the first online workshop held on the 26th-30th July 2021, that aimed to bridge the gap between theory and applications. In particular, the workshop brought together researchers that apply mathematical methodology to machine learning. In particular, we wanted to emphasise how mathematical theory can inform applications and vice versa.

This workshop was funded by International Centre for Mathematical Sciences (ICMS), and sponsored by Institute for Mathematical Innovation (IMI), NoMADS, and Maths4DL.