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Reviewing topics covered
- To: Rao Kambhampati <rao@asu.edu>
- Subject: Reviewing topics covered
- From: Subbarao Kambhampati <rao@asu.edu>
- Date: Sat, 27 Mar 2010 11:50:49 -0700
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Here is a hint: For each class, along with the audio links, I had put a reasonably verbose description of topics covered in that class. If you read those descriptions, that should give you a "summary/review" of what happened.
For example, here is the description of what happened in Lecture 10--directly from the notes page
L10 Audio
of [Feb 18, 2010] (***THE ADVANCED LSI LECTURE***)
Lengthy recap of LSI analysis; discussion of class blog
questions; discussion of relation between LSI and
feature selection (feature selection looks for just
subspaces of existing space); LSI and LDA (LDA takes the
"class" information into account LSI doesn't know what
classification you might be attempting); LSI and
nonlinear dimensionality reduction (one idea is to first
blow up the dimensionality and then find a
lower-dimensional hyperplane in this blown up space. So,
you might go from 20-D to 300-D and come down to 4-D).