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SLIDEs and VIDEOS

videos collected by Xiang Zhang and produced by TechTalks.tv.

Lecture 1

Lecture 2

  • 2nd order methods and analysis of convergence:
  • BFGS and Limited Storage BFGS:

Lecture 3

Lecture 4

Lecture 5

Lecture 6

Lecture 7

Lecture 8

  • Inverted Indicies and predictive indexing, hashing

Lecture 9

  • The ad problem, advertising placement and such (guest lecturer: Leon Bottou, Microsoft Research)

Lecture 10

Lecture 11

Lecture 12

  • Active Learning (John Langford)
  • Indexing (John Langford)

Lecture 13

  • Questions and Answers
  • Deep Learning in Text and Speech Recognition

Lecture 14

  • Many Classes, Logarithmic-Time Prediction
 
 
/srv/www/cilvr/htdocs/data/pages/courses/bigdata/slides/start.txt · Last modified: 2013/05/16 17:21 by xz558
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