This lecture will look at the problem of boosting, where we seek to create a strong learner when all we have at our disposal are rules of thumb or weak learners. We will end this lecture with a discussion on ensemble methods.
Links and Resources
- Lecture slides
- Videos:
- Boosting and ensembles (1/2), Boosting and ensembles (2/2)
- Older videos: [spring 2023 (1/2)], [spring 2023 (2/2)], [fall 2018], [fall 2017]
- Notes on Boosting