Sign-ups for presenting and scribing takes place during the first two weeks of the course on the Google Sheets document.
Online and statistical learning
- 9/11: using expert advice
- 9/13: bandits
- 9/18: online classification
- 9/20: online classification / statistical learning
- 9/25: interlude on tail inequalities
- 9/27: statistical learning
Active learning
- 10/2: selective sampling (realizable)
- 10/4: selective sampling (agnostic)
- 10/9: splitting index
- 10/11: equivalence queries
- 10/16: interactive clustering
- 10/18: adaptive hierarchical clustering
- 10/23: imitation learning
Teaching and curricula
- 10/25: learning binary relations
- 10/30: hierarchical concept learning
- 11/1: teaching dimension
Explanations and interpretations
- 11/6: no class (university holiday)
- 11/8: selective prediction
- 11/13: conditional sparse models
- 11/15: explainable & interpretable models
Project presentations
- 12/11: project presentations