Wednesday, 20 February 2019, 14:30 at CMS, MR14 – In this talk, I will describe two applications of machine learning to molecule data. First, I will focus on the problem of efficiently searching chemical space for new molecules with optimal properties. I will describe how to use recent advances in deep generative models to obtain continuous representations of molecules …