Non-convex Optimization on Stiefel Manifold and Applications to Machine Learning
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Publisher
Springer Berlin Heidelberg
Link
http://link.springer.com/content/pdf/10.1007/978-3-642-34475-6_14.pdf
Reference9 articles.
1. Boyd, S., Parikh, N., Chu, E., Peleato, B., Eckstein, J.: Distributed optimization and statistical learning via the alternating direction method of multipliers. Foundations and Trends in Machine Learning 3(1), 1–124 (2011)
2. Edelman, A., Arias, T.A., Smith, S.T.: The geometry of algorithms with orthogonality constraints. SIAM Journal on Matrix Analysis and Applications 20(2), 303–353 (1998)
3. Kanamori, T., Suzuki, T., Sugiyama, M.: Statistical analysis of kernel-based least-squares density-ratio estimation. Machine Learning 86(3), 335–367 (2012)
4. Luenberger, D., Ye, Y.: Linear and Nonlinear Programming. Springer (2008)
5. Nishimori, Y., Akaho, S.: Learning algorithms utilizing quasi-geodesic flows on the Stiefel manifold. Neurocomputing 67, 106–135 (2005)
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