I am a Postdoctoral Researcher in the Methods of Machine Learning group at the University of TΓΌbingen.
I work to make deep learning more user-friendly by focusing on the training algorithms.
- π Iβm currently working on faster training methods for deep neural networks.
- π₯ My past projects have focused on creating benchmarks for deep learning optimizers (see DeepOBS and Descending through a Crowded Valley) and novel debugging tools for training neural networks (see Cockpit).
- π§βπ€βπ§ Iβm part of the MLCommonsβ’ working group for Algorithmic Efficiency, building a competition and benchmark of faster neural network training algorithms.