Nasim Yahyasoltani

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Machine Learning, Optimization and Data Lab (MODLab)

 

Director: Nasim Yahyasoltani

In MODLab, we conduct research on algorithms, analysis, and application of machine learning, optimization and statistical signal processing. With a focus on data science, network science, and intelligent systems, current research interests include the following:

  • Online machine learning and time varying optimization for real-time control and decisions 
  • Graph signal processing/machine learning and network data analytics 
  • Robust machine learning  
  • Privacy-aware machine learning 
  • Stochastic and chance constrained optimization  
  • Federated learning and distributed optimization 
Application domains include smart power and energy systems, wireless communications and sensor networks, social networks, and healthcare.