Tuesday, Sept 7:
- Lecture: Introduction to large-scale machine learning
[Slides]
Tuesday, Sept 14:
- Lecture: Randomized Algorithms
[Slides]
Tuesday, Sept 21:
- Lecture: Matrix Approximations I
[Slides]
Tuesday, Sept 28:
- Lecture: Matrix Approximations II
[Slides]
Tuesday, Oct 5:
- Lecture: Approximate Nearest Neighbor Search I
[Slides]
Tuesday, Oct 12:
- Lecture: Approximate Nearest Neighbor Search II
[Slides]
Tuesday, Oct 19:
- Lecture: Large-Scale Optimization Techniques
[Slides]
Tuesday, Oct 26:
- Lecture: Kernel Methods I
[Slides]
Tuesday, Nov 9:
- Lecture: Kernel Methods II
[Slides]
Tuesday, Nov 16:
- Lecture: Dimensionality Reduction
[Slides]
Tuesday, Nov 23:
- Lecture: Sparse Methods
[Slides]
Tuesday, Nov 30:
- Lecture: TBA