Module 6: Dimensionality Reduction
Lecture 33: Embedding
Efficient construction
Choose
For data matrix
of size
, construct embedding matrix
of size
where
are independent random variables (iid) chosen from one of the following distributions:
Embedded data
is given by
With probability
,