#ICML2022 invited talk round-up 1: towards a mathematical theory of ML and using ML for molecular modelling

Reproduced under a CC-BY-4.0 license from the AlphaFold Protein Structure Database. In this post, we summarise the first two invited talks from the International Conference on Machine Learning (ICML 2022). These presentations covered two very different topics: mathematical theories of machine learning, and machine learning models for healthcare and the life sciences. Towards a mathematical theory of machine learning – Weinan E In his talk, Weinan gave a review of the current status of the field of mathematical theory for neural network-based machine learning. The central theme of his work treats the understanding of high dimensional functions.