Advanced30 min
Distributional Shift and Robustness
Why models fail when deployment differs from training, the i.i.d. assumption as a safety property, and what robustness guarantees are achievable.
Assumes you know
Not yet written
This lesson is on the syllabus but has no text yet
The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- distribution shift
- OOD
- robustness
- covariate shift