Wednesday, 26 January 2022, 14:00 at Virtual (Zoom details under abstract) – Deep learning is a popular tool for making inferences, as it has good performance in many practical applications. Since data scientists use deep learning, we should give theoretical guarantees on the quality of the constructed estimator. For some applications, it is not enough to have theoretical guarantees on the estimation …