HOME    »    SCIENTIFIC RESOURCES    »    Videos
IMA Video Library
       [IMA Video-Mobile]
Hot Topics Workshop: Multi-Manifold Data Modeling and Applications
  October 27-30, 2008
Large group discussion on Manifold Clustering
1) What have have been recent advances on manifold clustering?
a) Algebraic approaches
b) Spectral approaches
c) Probabilistic approaches

2) What have been successful applications of manifold clustering?
3) What is the role of topology, geometry, and statistics, in manifold learning, i.e.,
a) clustering based on the dimensions of the manifolds
b) clustering based on geometry
c) clustering based on statistics

3) What are the open problems in manifold clustering?

René Vidal (Johns Hopkins University)


Note: The videos available on this page are copyrighted material. It is intended for personal use or for educational purpose. Renting or resale of this product or any part of its contents is prohibited. Reproduction of any material contained in these videos onto any other media, or reuse in any other form for any purpose, without the expressed written consent of both the IMA and the lecturer, is strictly prohibited.

Go