A tutorial on spectral clustering

Author:

von Luxburg Ulrike

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability,Theoretical Computer Science

Reference67 articles.

1. Aldous, D., Fill, J.: Reversible Markov chains and random walks on graphs (in preparation). Online version available at http://www.stat.berkeley.edu/users/aldous/RWG/book.html

2. Bach, F., Jordan, M.: Learning spectral clustering. In: Thrun, S., Saul, L., Schölkopf, B. (eds.) Advances in Neural Information Processing Systems 16 (NIPS), pp. 305–312. MIT Press, Cambridge (2004)

3. Bapat, R., Gutman, I., Xiao, W.: A simple method for computing resistance distance. Z. Naturforsch. 58, 494–498 (2003)

4. Barnard, S., Pothen, A., Simon, H.: A spectral algorithm for envelope reduction of sparse matrices. Numer. Linear Algebra Appl. 2(4), 317–334 (1995)

5. Belkin, M.: Problems of learning on manifolds. Ph.D. Thesis, University of Chicago (2003)

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