Statistical analysis of Mapper for stochastic and multivariate filters

Author:

Carrière MathieuORCID,Michel Bertrand

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computational Mathematics,Geometry and Topology

Reference36 articles.

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3. Boucheron, S., Bousquet, O., Lugosi, G.: Theory of classification: a survey of some recent advances. ESAIM Probab. Stat. 9, 323–375 (2005)

4. Brown, A., Bobrowski, O., Munch, E., Wang, B.: Probabilistic convergence and stability of random Mapper graphs. In: CoRR (2019). arXiv:1909.03488

5. Blanchard, G., Bousquet, O., Zwald, L.: Statistical properties of kernel principal component analysis. Mach. Learn. 66(2–3), 259–294 (2007)

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