CS 294-10, Fall 2005, Reading List




Week 1 (9/2): Transfer Learning

Required reading

Week 2 (9/9): Hierarchical Bayes

Required reading Supplemental reading

Week 3 (9/16): Variable selection in hierarchical Bayesian models

Required reading

Week 4 (9/23): Nonparametric Bayesian approaches

Required reading Supplemental reading

Week 5 (9/30): Statistical learning theory for transfer learning

Required reading

Week 6 (10/7): Learning theory contd.; transfer learning algorithms

Required reading

Week 7 (10/14):

Required reading

Week 8 (10/21):

No meeting

Background reading


Week 9 (10/28):

Required reading

Week 10 (11/4):

Required reading Additional background reading

Week 11 (11/11):

No meeting (Veterans' Day)

Week 12 (11/18):

Required reading Additional background reading

Week 13 (11/25):

No meeting (Thanksgiving)

Week 14 (12/2):

Required reading, all from NIPS 2005 Workshop on Transfer Learning