In July, dida was participating at this year’s International Conference on Machine Learning (ICML 2022), which - after two years of online events - was happing on site in Baltimore, USA. It was a pleasure to have presented our work on robust SDE-based PDE solvers, which got accepted as a conference paper. You can find the recording of the presentation here.
It was good to get connected with cutting edge machine learning research again in a personal manner and exchange with researches from around the world. We could in fact see that robust machine learning and mathematically rigorous analyses of blackbox algorithms become more prominent - a trend that we expect to continue and that fits well to dida’s philosophy of getting deep into deep learning.