University of Minnesota



Current Research Thrusts

  • Learning from Big Data
    • Estimation, tracking, and feature extraction on a budget
    • Randomized and data-driven algorithms for classification and clustering
  • Wireless Cognitive Radio Communications
    • Spatio-temporal cartography for spectrum sensing
    • Scheduling and resource allocation
  • Power Grid Networks and Data Centers
    • Grid analytics and power management
    • Dynamic state estimation and power flow
  • Brain Networks
    • Kernel-based and structural equation dynamic and nonlinear models
    • Optimal experimental design for drug targeting
  • Social Networks
    • Conjoint analysis and recommender systems
    • Community detection and modularity


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