Sirisha Rambhatla
Assistant Professor
University of Waterloo
Canada
September 2019
272
Field of Research
Methods
- Supervised learning
- Unsupervised learning
- Algorithms: active, online, multi-task learning, etc.
- Deep learning
- Representation learning
- Learning theory
Applications
- Computer Vision
- Time Series Analysis
- Healthcare
- Climate science
Other keywords
Statistical Machine Learning, Sparse Signal Processing, Spatiotemporal Data Analysis, AI for Surgery and Healthcare, Interpretability of Deep Learning Models