Postdoc in Deep Federated Learning with Medical Imaging
Thursday 3rd June 2021
Organization: Helmholtz AI, Helmholtz Center Munich
Location: Munich, Germany
Title: Postdoc in Deep Federated Learning with Medical Imaging
The Albarqouni lab develops innovative deep Federated Learning algorithms that can distill and share the knowledge among AI agents in a robust and privacy-preserved fashion. Research topics include, but are not limited to, i) handling distributed DL models with data heterogeneity including non i.i.d, and domain shifts, ii) developing explainability and quality control tools for distributed models, and iii) robustness to data and models poisoning attacks. In this context, we are looking for a Postdoc who has a strong background in machine/deep learning to push our understanding of robustness in Federated Learning algorithms. The candidate will be also contributing to interdisciplinary projects with other Helmholtz centers working with multidisciplinary team members.
Closing Date: 20th June 2021