Scholar
Sirisha Rambhatla
Google Scholar ID: EOSZeBMAAAAJ
Assistant Professor at the University of Waterloo
Citations & Impact
Citations
948
H-index
12
i10-index
14
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'NOODL: Provable Online Dictionary Learning and Sparse Coding' published at ICLR 2019; received ICLR Travel Award
- Paper 'Why do Variational Autoencoders Really Promote Disentanglement?' accepted at ICML 2024
- Paper 'Are all classes created equal? Domain Generalization for Domain-Linked Classes' accepted at DistShift Workshop, NeurIPS 2023
- Work on embeddings-based long-term delay forecasting to appear in Transportation Research Record
- Presenting posters at NeurIPS 2024 and associated workshops (AFM, OPT, Compression, CCAI, M3L)
Background
- Assistant Professor in the Department of Management Science and Engineering at the University of Waterloo
- Director of the Critical ML Lab
- Cross-appointed in Systems Design Engineering and the David R. Cheriton School of Computer Science
- Holds the Val O’Donovan Endowed Chair in Efficient, Safe, and Adaptive AI in the Faculty of Engineering
- Affiliated with Waterloo.AI, the Future Cities Institute (founded by CAIVAN), WISA, and the Cybersecurity and Privacy Institute (CPI)
- Research 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
