Confidence sets for persistence diagrams BT Fasy, F Lecci, A Rinaldo, L Wasserman, S Balakrishnan, A Singh | 396 | 2014 |
Stochastic convergence of persistence landscapes and silhouettes F Chazal, BT Fasy, F Lecci, A Rinaldo, L Wasserman Proceedings of the thirtieth annual symposium on Computational geometry, 474-483, 2014 | 229 | 2014 |
Introduction to the R package TDA BT Fasy, J Kim, F Lecci, C Maria arXiv preprint arXiv:1411.1830, 2014 | 175 | 2014 |
Robust topological inference: Distance to a measure and kernel distance B Fasy, F Lecci, L Wasserman Journal of Machine Learning Research 18 (159), 1-40, 2018 | 168 | 2018 |
Subsampling methods for persistent homology F Chazal, B Fasy, F Lecci, B Michel, A Rinaldo, L Wasserman International Conference on Machine Learning, 2143-2151, 2015 | 143 | 2015 |
On the bootstrap for persistence diagrams and landscapes F Chazal, BT Fasy, F Lecci, A Rinaldo, A Singh, L Wasserman arXiv preprint arXiv:1311.0376, 2013 | 72 | 2013 |
TDA: statistical tools for topological data analysis BT Fasy, J Kim, F Lecci, C Maria, V Rouvreau Software available at https://cran. r-project. org/package= TDA, 2014 | 50 | 2014 |
Mixed membership trajectory models of cognitive impairment in the multicenter AIDS cohort study SA Molsberry, F Lecci, L Kingsley, B Junker, S Reynolds, K Goodkin, ... Aids 29 (6), 713-721, 2015 | 37 | 2015 |
Statistical analysis of metric graph reconstruction F Lecci, A Rinaldo, L Wasserman The Journal of Machine Learning Research 15 (1), 3425-3446, 2014 | 21 | 2014 |
High‐dimensional longitudinal classification with the multinomial fused lasso S Adhikari, F Lecci, JT Becker, BW Junker, LH Kuller, OL Lopez, ... Statistics in medicine 38 (12), 2184-2205, 2019 | 18 | 2019 |
Brain structural correlates of trajectories to cognitive impairment in men with and without HIV disease M Popov, SA Molsberry, F Lecci, B Junker, LA Kingsley, A Levine, ... Brain imaging and behavior 14, 821-829, 2020 | 17 | 2020 |
TDA: Statistical Tools for Topological Data Analysis, 2019 BT Fasy, J Kim, F Lecci, C Maria, DL Millman, V Rouvreau URL https://CRAN. R-project. org/package= TDA. R package version 1 (5), p184, 2014 | 17 | 2014 |
The included GUDHI is authored by Clement Maria, Dionysus by Dmitriy Morozov, PHAT by Ulrich Bauer, Michael Kerber, and Jan Reininghaus BT Fasy, J Kim, F Lecci TDA: Statistical Tools for Topological Data Analysis, 2017 | 11 | 2017 |
Empirically derived trajectories to dementia over 15 years of follow-up identified by using mixed membership models F Lecci, B Junker, LH Kuller, OL Lopez, JT Becker American journal of epidemiology 182 (4), 366-374, 2015 | 6 | 2015 |
High-dimensional longitudinal classification with the multinomial fused lasso S Adhikari, F Lecci, JT Becker, BW Junker, LH Kuller, OL Lopez, ... arXiv preprint arXiv:1501.07518, 2015 | 5 | 2015 |
An analysis of development of dementia through the extended trajectory grade of membership model F Lecci Handbook of mixed membership models. Chapman & Hall, 189-200, 2014 | 5 | 2014 |
Package ‘TDA’ BT Fasy, J Kim, F Lecci, C Maria, DL Millman, V Rouvreau, MJ Kim | 3 | 2024 |
Statistical inference for persistent homology BT Fasy, F Lecci, A Rinaldo, L Wasserman, S Balakrishnan, A Singh arXiv preprint arXiv:1303.7117, 2013 | 3 | 2013 |
Statistical inference for topological data analysis F Lecci, J Cisewski, F Chazal, A Rinaldo, R Tibshirani, L Wasserman Ph. D. Thesis, 2014. Carnegie Mellon University, Department of Statistics …, 2014 | 2 | 2014 |
Supplement to “Confidence sets for persistence diagrams.” BT Fasy, F Lecci, A Rinaldo, L Wasserman, S Balakrishnan, A Singh Annals of Statistics 42, 2014 | 2 | 2014 |