CSC2401: Introduction to Computational Complexity
by
Allan Borodin
Every student in CS@UT
should have some theoretical sense, right? Very good course,
covering broad areas of complexity (P, NP, PSPACE, BPP, RP,
PH, CIRCUIT SIZE ...), though not that "introductory". I
benefit a lot from solving the puzzles of every assignments.
My answers to the assignments can be found here, most of which
are correct.
a1,
a1_sol,
a2,
a2_sol,
a3,
a3_sol
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CSC2515: Machine Learning
by
Sam Roweis
Great lecturer! Sam is a magician who can
explain the most intricate concept in the most plain and
intuitive way. Also the content is fantastic, even if you are
already an expert, you would definitely get some new insights
into machine learning.
For the final project, I
did some study of AdaBoost in 3D gesture recognition. Report:
ps,
pdf; data and source:
here
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