Professor Jarvis Haupt

CSENG Electrical & Computr Eng
College of Science & Engineering
Twin Cities
Project Title: 
Algorithms and Analyses for Solving High-Dimensional Inference and Inverse Problems

This research group works, broadly, on large-scale inference tasks that leverage low-dimensional and other "simple" structural information. Current efforts focus on applications in medical imaging (developing fast MRI reconstruction methods from non-Fourier data), fundamental aspects of problems in data fusion (e.g., matrix completion), and big data inference (e.g., robust principal component analyses).

Project Investigators

Alexander Gutierrez
Professor Jarvis Haupt
Sirisha Rambhatla
Jineng Ren
Abhinav Sambasivan
Gamini Udawat
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