Week 11: Dimensionality Reduction, PCA, Active Learning

The curse of Dimensionality, Bayesian active learning, Active Subspaces and Gaussian Process Regression, Principal Component Analysis, Exercise 7 distributed

Lecture

Lecture slides, week 11

With the TA

Discussion of the previous exercises; Finger exercises (with TA)

Demos & notebooks

Multiple Demo Files

References

Finger ExercisesDiscussion of the previous exercises; Finger exercises (with TA)

Problem set

Problem set 7 — published Monday 23 NovemberPublished on the Monday of its week; its solution follows one week later.