On-line outer bounding ellipsoid algorithm for clustering of hyperplanes in the presence of bounded noise

Author:

Goudjil AbdelhakORCID,Pouliquen Mathieu,Pigeon Eric,Gehan Olivier

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Software

Reference36 articles.

1. Vidal, R.: Subspace clustering. IEEE Signal Process. Mag. 28(2), 52–68 (2011)

2. Vidal, R., Ma, Y., Sastry, S.: Generalized principal component analysis (GPCA). IEEE Trans. Pattern Anal. Mach. Intell. 27(12), 1945–1959 (2005)

3. Tsakiris, M., Vidal, R.: Hyperplane clustering via dual principal component pursuit. In: International Conference on Machine Learning, PMLR, pp. 3472–3481 (2017)

4. Tsakiris, M., Vidal, R.: Algebraic clustering of affine subspaces. IEEE Trans. Pattern Anal. Mach. Intell. 40(2), 482–489 (2018)

5. Ding, T., Zhu, Z., Tsakiris, M., et al.: Dual principal component pursuit for learning a union of hyperplanes: theory and algorithms. In: International Conference on Artificial Intelligence and Statistics, PMLR, pp. 2944–2952 (2021)

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