Ali Ghodsi, Lec 8: Supervised PCA

Ali Ghodsi's lecture on January 31, 2017 for STAT 442/842: Data Visualization, held at the University of Waterloo.

Supervised Principal Component Analysis:

- Sufficient dimensionality reduction
- "Bair's" Supervised PCA
- Hilbert-Schimidt Independence Criterion (HSIC)
- Maximum Mean Discriminant (MMD)
- Supervised PCA algorithm
- Kernel supervised PCA

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