Prof. David J.T. Sumpter — Research Profile
Uppsala University · Division of Systems and Control, Department of Information Technology
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- Department
- Division of Systems and Control, Department of Information Technology
- Professor
- David J.T. Sumpter
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software and system engineering theory and practice, computer and system sciences, value-based software engineering, software engineering and security architecture, optimization techniques
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control algorithm and optimization, automatic control, optimization, control theory and system dynamics, reinforcement learning, cybersecurity, federated machine learning, privacy preserving, privacy preserving machine learning, control theory, cyber-physical systems, networked control systems
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Machine learning, Signal processing, Biomedical Informatics, System identification, AI for Medicine
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statistical machine learning & signal processing, decision theory & causal inference, localization & sensor fusion
- Ekta Vats Lab
vision-language models (VLMs), large language models (LLMs), video-LLMs, machine learning, deep learning, computer vision, image analysis, handwritten text recognition, OCR, natural language processing, data science, human action recognition, artificial intelligence, multispectral imaging