Syllabus for Structured Prediction 10-710 in Fall 2011

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This is the syllabus for Structured Prediction 10-710 in Fall 2011. The slides available may be out of date (from the last version of the class) but will be updated after each lecture.

August/September

October

November

  • Tues 11/1. EM for trees. (Noah).
  • Wed 11/2. Deadline for October round of writeups
  • Thus 11/3. Alignment and translation (guest lecture by Kevin Gimpel).
  • Tues 11/8. Kernels for structured inputs. (William).
  • Thus 11/10. Kernels for structured outputs. (Noah).
  • Tues 11/15. Discriminative latent-variable models. (Noah).
  • Thus 11/17. TBD (guest lecture by Brendan O'Connor).
  • Tues 11/22. Regularizers derived from unannotated data. (William).
  • Thus 11/24 -- Thanksgiving, no class
  • Tues 11/29. Classification on graphs (William).
  • 11/30. Deadline for November round of writeups.

December

  • Thus 12/1. Bayesian approaches to structured models (Noah).
  • Tues 12/6. Project presentations 1
  • Thus 12/8. Project presentations 2.
  • Mon 12/12. Final projects due.