Faculty in this group design novel algorithms and study their theoretical properties and real-world applicability.

Research in this area includes:

  • Machine Learning
  • Data Mining
  • Information Retrieval
  • Artificial Intelligence
  • Automated Planning
  • Statistical Learning
  • Pattern Recognition
  • Knowledge Discovery
  • Data Science
  • Computer Vision
  • Computer Graphics
  • Computational Photography
  • Image Processing
  • Signal Processing
  • Theory
  • Algorithms
  • Distributed Computing
  • Parallel Computing
  • Big Data