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.

Subareas:

  • 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

Researchers

Jelena Bradic

Jelena Bradic

Council Faculty Tenure-Track
Alex Cloninger

Alex Cloninger

Faculty Tenure-Track Council
David Danks

David Danks

Council Faculty Tenure-Track HDSI Chair
Mikhail Belkin

Mikhail Belkin

Council Faculty Tenure-Track
Virginia de Sa

Virginia de Sa

Faculty Associate Director Endowed Chairs Tenure-Track Administrative Oversight Council
Zhiting Hu

Zhiting Hu

Council Faculty Tenure-Track
Yian Ma

Yian Ma

Council Faculty Tenure-Track
Arya Mazumdar

Arya Mazumdar

Faculty Tenure-Track TILOS Deputy Director Council
Julian McAuley

Julian McAuley

Council Faculty Tenure-Track
Gal Mishne

Gal Mishne

Council Faculty Tenure-Track
Rayan Saab

Rayan Saab

Faculty Tenure-Track Council
Barna Saha

Barna Saha

Council Faculty Tenure-Track
Babak Salimi

Babak Salimi

Council Faculty Tenure-Track
Jingbo Shang

Jingbo Shang

Council Faculty Tenure-Track
Berk Ustun

Berk Ustun

Council Faculty Tenure-Track
Yusu Wang

Yusu Wang

Council Faculty Tenure-Track TILOS Director
Lily Weng

Lily Weng

Council Faculty Tenure-Track
Rose Yu

Rose Yu

Faculty Tenure-Track Council
Arun Kumar

Arun Kumar

Council Faculty Faculty Fellows Fellows Tenure-Track