Course URL: https://www.cse.iitb.ac.in/~sunita/cs726
Class projects for this course will be based on any of the 5 broad topics
- Learning with Guarantees and Robust Learning
- Temporal models
- Calibration and OOD detection
- Learning with Rich Experience / Informed Machine Learning
- Causality, treatment effects
This repository hosts reading lists for each of these topics. Students crediting CS726 are encouraged to contribute to the reading lists.
- To add a new paper please follow this format
- [Paper Title](url to paper) <details> <summary> Details </summary> A short summary of the paper </details>
- If you are a student crediting this course
- your commit message should be prefixed by "[your_roll_no.]" (e.g. "[174050004] sample commit message")
- paper link should be accompanied by a short summary (please don't simply copy from abstracts :)