Doctor of Philosophy in Electrical Engineering - Artificial Intelligence (AI) and Machine Learning (ML) Systems

Research in this area covers a range of technologies and applications and overlaps those in several research areas described below. The next industrial revolution will largely be driven by Intelligent Technologies (ITs). It will mark with the ubiquitous presence and applications of intelligent algorithms and systems, such as autonomous machines and smart devices. ECSE faculty has a long tradition in developing intelligent technologies. The research activities expand into fundamental advances in AI and machine learning, theory of learning, novel AI algorithms and architectures, and software engineering principles for AI systems (including topics in scalability, robustness, fairness, and verification). In addition to fundamental AI, applied research activities extend to, but are not limited to, applications of AI and ML in computer vision, image processing, cybersecurity, cyber-physical systems, Internet of Things (IoT) and edge-computing, autonomous systems, etc.

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