At HDSI we work on advancing theoretical foundations and applications of ML and AI across a broad range of disciplines. We aim to break disciplinary boundaries and foster collaboration between AI/ML researchers and the broader data science community.


  • Natural Language Processing
  • Computer Vision
  • Robotics
  • Deep Learning
  • Unsupervised Learning and Data Mining
  • Planning
  • Reinforcement Learning and Sequential Decision Making
  • Statistical Learning Theory
  • Graphical Models and Inference
  • Control and Dynamic Systems


Jelena Bradic

Jelena Bradic

Faculty Tenure-Track Council
Mikhail Belkin

Mikhail Belkin

Council Faculty Tenure-Track