Deep Learning Professors and Supervisors in Switzerland

PhD position at the University of Bern in Mathematical Foundations of Machine Learning , Switzerland. This opportunity sits at the intersection of Mathematics , Computer Science , Statistics , and theoretical AI research. The advertised areas include machine learning theory , probability , optimization , dynamical systems , generative AI , and deep learning . It is especially suitable for students interested in rigorous, theory-driven research on the mathematical foundations of modern machine le...

PhD opportunity in Machine Learning in Medicine at the University of Bern , Switzerland, in the Machine Learning in Medicine Lab led by Prof. Dr. Lisa Koch . The project focuses on trustworthy machine learning for healthcare and aims to develop methods for multimodal health data to characterise and model disease progression . Research directions include multimodal representation learning across imaging, time series, and tabular data; disease progression modelling from cross-sectional and sparse ...

Doctoral Position in Uncertainty-Aware Condition Assessment of Tunnels at ETH Zurich (Zurich, Switzerland). This PhD opening is part of the SNSF-funded PRISM-T project, an interdisciplinary effort on predictive, resilient, integrated systems for tunnel management. The research focuses on transforming heterogeneous inspection and monitoring evidence into uncertainty-aware condition indicators for tunnel structures and mechanical, electrical, and plumbing systems within a digital twin. The doctora...