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with disabilities through inclusive Human-Computer Interaction (HCI) and participatory design methods. This PhD project will focus on methods and experiences in co-designing with stakeholders, especially
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understandable explanations from machine learning models. We will achieve this together by creating the first mathematical framework for explainable AI and developing new explanation methods. This will involve
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methods, and/or retrieval tasks is advantageous but not required. What we offer We offer a temporary contract for 38 hours per week for the duration of 4 years (the initial contract will be for a period of
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of perceptual foundation models, using advances in deep machine learning and computer vision. The goal is to invent, develop and evaluate novel methods for pre-training and fine-tuning of perceptual foundation
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research involves complex information systems at large, with a focus on collaborative, data driven, computational and intelligent systems, all with a strong interactive component. The INtelligent Data
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the context of stress and depression? Are you intrigued to learn more about early-life stress as risk factor for depression and the role of the endocannabinoid system? Do you enjoy working in a lab with
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properties on the structures underlying quantum computations. A main component of the project will be using the ZX-calculus, a graphical language for reasoning more intuitively about quantum processes. As PhD
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what extent and how misinformation impacts these at-risk individuals. Subsequently, we develop and test new intervention methods that strive to increase resilience against misinformation among those who
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health, by applying state of the art systems methods to develop an innovative personalized just-in-time context-triggered digital intervention that addresses craving for nicotine in urban environments
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characterized by applying protein biochemistry methods. In addition, you will study plant resistance in different tissues by employing bioluminescent Xcc reporter strains that allow us to non-invasively track