I am a Postdoctoral Researcher in the Methods of Machine Learning group at the University of Tübingen.
I work to make deep learning more user-friendly by focusing on the training algorithms.
- 🚀 I’m currently working on faster training methods for deep neural networks.
- 🥇 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).
- 🧑🤝🧑 I’m part of the MLCommons™ working group for Algorithmic Efficiency, building a competition and benchmark of faster neural network training algorithms.