Theory of Classification: a Survey of Some Recent Advances, ESAIM: Probability and Statistics, vol.49, pp.323-375, 2005. ,
DOI : 10.1109/TIT.2003.813564
URL : https://hal.archives-ouvertes.fr/hal-00017923
Efficient and robust persistent homology for measures, Computational Geometry, vol.58, pp.70-96, 2016. ,
DOI : 10.1016/j.comgeo.2016.07.001
URL : https://hal.archives-ouvertes.fr/hal-01342385
Geometric Inference for Probability Measures, Foundations of Computational Mathematics, vol.40, issue.2, pp.733-751, 2011. ,
DOI : 10.1090/gsm/058
URL : https://hal.archives-ouvertes.fr/hal-00772444
Convergence Rates for Persistence Diagram estimation in Topological Data Analysis, Journal of Machine Learning Research, vol.16, pp.3603-3635, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01284275
Weighted alpha-shapes. Tech. rep. UIUCDCS-R-92-1760, 1992. ,
Witnessed k-distance, Computational Geometry, vol.491, pp.22-45, 2013. ,
DOI : 10.1145/1998196.1998205
URL : https://hal.archives-ouvertes.fr/hal-00872490
Entropy and the combinatorial dimension, Inventiones Mathematicae, vol.152, issue.1, pp.37-55, 2003. ,
DOI : 10.1007/s00222-002-0266-3
URL : http://arxiv.org/pdf/math/0203275
Lower bounds for k-distance approximation, Proceedings of the 29th annual symposium on Symposuim on computational geometry, SoCG '13, pp.435-440 ,
DOI : 10.1145/2462356.2462367
Geometric Inference on Kernel Density Estimates, International Symposium on Computational Geometry (SoCG, 2015. ,