22nd November 2005 — Isomap, LLE and kernel PCA
Arik and Chu Wei will present links between Isomap, LLE and kernel PCA.
Readings:
- Nonlinear dimensionality reduction by locally linear embedding, S. T. Roweis and L. K. Saul, Science, 290(5500):2323–2326, 2000.
- A global geometric framework for nonlinear dimensionality reduction, Joshua B. Tenenbaum, Vin de Silva and John C. Langford, Science, 290(5500):2319–2323, 2000.