
Sirisha Rambhatla
Theory-guided Machine Learning for the Real World

CPH 4358, 200 University Ave. W., Waterloo, ON, Canada
I am an Assistant Professor at the University of Waterloo with appointments in the
- Management Sciences Department, Faculty of Engineering,
- Systems Design Engineering, Faculty of Engineering, and
- David R. Cheriton School of Computer Science, Faculty of Mathematics.
I lead the Critical ML lab at the University of Waterloo. I am also affiliated with:
- The Waterloo Artificial Intelligence Institute (Waterloo.AI)
- The Waterloo Institute for Sustainable Aeronautics (WISA)
More details about my background at here: Curriculum Vitae
Areas of Interests
| Statistical Machine Learning | Sparse Signal Processing | Spatiotemporal Data Analysis | AI for Surgery and Healthcare | Interpretability of Deep Learning Models | Intelligent Automation and Manufacturing | Computer Vision |
news
Jun 6, 2022 |
Our work on spatio-temporal transformers for egocentric 3D pose estimation is accepted for oral presentation in the EPIC and Ego4D workshop at CVPR 2022. ![]() |
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Mar 30, 2022 |
My work in collaboration with UHN, Toronto on forecasting trajectories of the waitlisted NASH patients using deep learning has been accepted for oral presentation at the International Liver Transplant Society’s annual meeting! ![]() |
Feb 22, 2022 |
I’ll be presenting our work – I-SEA: Importance Sampling and Expected Alignment-based Deep Distance Metric Learning for Time Series Analysis and Embedding at the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22) ! ![]() |
Jan 8, 2022 |
I am co-chairing the MINDS workshop at COMSNETS 2022! ![]() |
Dec 9, 2021 |
I am serving as the Senior Program and Mentorship co-chair for the WiML workshop at NeurIPS 2021! ![]() |