Funder
National Natural Science Foundation of China
Key Research Program of Frontier Science, Chinese Academy of Sciences
Youth Innovation Promotion Association of the Chinese Academy of Sciences
Publisher
Springer Science and Business Media LLC
Subject
Computational Theory and Mathematics,General Engineering,Theoretical Computer Science,Software,Applied Mathematics,Computational Mathematics,Numerical Analysis
Reference60 articles.
1. Allen-Zhu, Z., Li, Y.: First efficient convergence for streaming $$k$$-PCA: a global, gap-free, and near-optimal rate. In: 2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS), pp. 487–492. IEEE (2017)
2. Balcan, M.-F., Du, S.S., Wang, Y., Yu, A.W.: An improved gap-dependency analysis of the noisy power method. In: Conference on Learning Theory, pp. 284–309. PMLR (2016)
3. Balsubramani, A., Dasgupta, S., Freund, Y.: The fast convergence of incremental PCA. In: Advances in Neural Information Processing Systems, vol. 26, pp. 3174–3182 (2013)
4. Balzano, L., Chi, Y., M Lu, Y.: Streaming PCA and subspace tracking: the missing data case. Proc. IEEE 106(8), 1293–1310 (2018)
5. Cardot, H., Degras, D.: Online principal component analysis in high dimension: which algorithm to choose? Int. Stat. Rev. 86(1), 29–50 (2018)
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