Date | Topics | Readings |
---|---|---|
Jan 26: Lecture 1 | Subspace Clustering (1) |
Slides and readings are posted on blackboard |
Feb 2: Lecture 2 |
Subspace Clustering (2) Students' paper presentations Quiz 1 |
|
Feb 9: Lecture 3 | Clustering Ensembles (1) | |
Feb 16: Lecture 4 |
Clustering Ensembles (2) Students' paper presentations Quiz 2 |
|
Feb 23: Lecture 5 | Metric Learning (1) | |
Mar 2: Lecture 6 |
Metric Learning (2) Students' paper presentations Quiz 3 |
|
March 9: Lecture 7 | Manifold Learning | |
March 16: Lecture 8 | Milestone 1: students' project presentations | |
March 23: Lecture 9 |
Nonnegative Matrix Factorization Quiz 4 |
|
Mar 30: Lecture 10 |
Manifold Learning and NMF (2) Students' paper presentations Quiz 5 |
|
Apr 6: Lecture 11 | Learning from Graphs (1) | |
Apr 13: Lecture 12 |
Learning from Graphs (2) Students' paper presentations Quiz 6 |
|
Apr 20: Lecture 13 |
Transfer Learning Discussion: All students |
|
Apr 27: Lecture 14 | Milestone 2: students' project presentations |