About me
I work as a postdoctoral researcher in the Computer Vision group supervised by Prof. Dr. Michael Moeller at the University of Siegen since April 2023. Previously, I was a Ph.D. candidate supervised by Prof Dr.-Ing. Margret Keuper in the Computer Vision and Machine Learning group at the Max-Planck-Institute for Informatics and in the focus group of Computer Vision in the Data and Web Science Group at the University of Mannheim.
Together with Aaron Klein, Arber Zela, Giovanni Zappella and Rhea Sukthanker I also organize the AutoML Seminars as part of the ELLIS units Berlin and Freiburg. I was part of the organization team of the second workshop on neural architecture search @ ICLR 2021.
My research mainly focuses on efficient, unsupervised graph representations and embeddings for supervised surrogate models for neural architecture search.
News
- 10/2024 Our paper An Evaluation of Zero-Cost Proxies - from Neural Architecture Performance to Model Robustness was accepted at International Journal of Computer Vision!
- 09/2023 I was a panelist on the panel discussion about Bridging the Gap between Industry and Academia at AutoML 2024
- 06/2024 Gabriela and me will present a Tutorial at AutoML 2024: Towards Zero-Cost Proxies for Performance Prediction beyond CIFAR-10!
- 05/2024 Two papers were accepted to ICML 2024!
- 04/2024 I gave a talk about Neural Architecture Search – Towards Prediction beyond (CIFAR-10 Accuracy) Benchmarks at the Cambridge Image Analysis Group
- 03/2024 I am part of the publication chair at ECCV 2024!