Expertise Domains

Our multidisciplinary expertise allows us to engage with cutting-edge developments in artificial intelligence with both rigor and agility. This foundation positions our team as a recognized center of excellence in Switzerland for advanced research.

Digital Security

Including biometrics, attack and fraud detection, privacy preservation, synthetic data, fairness, and trustworthy identity technologies.

Energy Informatics

Including efficiency in AI systems, intelligent energy systems, sustainability & comfort optimisation, and decision support in environmental and energy applications.

Health, Medicine and Genomics

Including computational biology, medical data science, evidence synthesis, knowledge representation, decision support systems, and multi-modal signal processing.

Human-centered AI

Including social computing, activity understanding, multi-modal processing, computer vision, assistive technology, human-robot interaction, robot learning & interaction, and demographic fairness.

Machine Learning

Including deep learning, foundation models (e.g., large language models), Bayesian methods, neuro-symbolic methods, reasoning, agentic methods, optimal design, efficiency, robustness, interpretability, and explainability.

Natural Language Processing

Including computational linguistics, multilinguality, language understanding, spoken language understanding, information extraction and retrieval, semantic modelling, and text mining.

Speech and Audio Processing

Including speech recognition, speech synthesis, paralinguistics, environmental audio analysis, probabilistic inference from acoustic data, and signal processing for communication.
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