Qin Lu, Ph.D.

Assistant Professor

Specializing in Signal Processing, Machine Learning, Communications, Data Science

Dr Lu works on fundamental problems in the areas of signal processing, machine learning, and communications. Her current focus is on robust and adaptive Bayesian methods for uncertainty-aware decision-making using sequential and/or networked data, including but not limited to i) online Gaussian process based prediction, ii) Bayesian optimization and active learning, iii) Bayesian reinforcement learning, and iv) spatio-temporal inference over graphs, which find exciting applications in autonomous and networked systems.

Education
  • Ph.D., University of Connecticut, 2018
  • B.S., University of Electronic Science and Technology of China, 2013
Professional Appointments
  • 07/2023 – Current, Assistant Professor, School of ECE, College of Engineering, University of Georgia
  • 09/2018 – 06/2023, Postdoctoral Researcher, Department of ECE, University of Minnesota
Areas of Expertise
  • Signal Processing
  • Machine Learning
  • Communications
  • Data Science
Publications
Other Links

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