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Fabrizio Lecci
Fabrizio Lecci
Dirección de correo verificada de columbia.edu - Página principal
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Año
Confidence sets for persistence diagrams
BT Fasy, F Lecci, A Rinaldo, L Wasserman, S Balakrishnan, A Singh
367*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
2122014
Introduction to the R package TDA
BT Fasy, J Kim, F Lecci, C Maria
arXiv preprint arXiv:1411.1830, 2014
1642014
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
1572018
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
1312015
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
752013
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
392014
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
352015
Statistical analysis of metric graph reconstruction
F Lecci, A Rinaldo, L Wasserman
The Journal of Machine Learning Research 15 (1), 3425-3446, 2014
182014
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
172019
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
152020
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
132014
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
112017
Statistical tools for topological data analysis
BT Fasy, J Kim, F Lecci, C Maria, DL Millman, V Rouvreau
82018
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
62015
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
52015
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
52014
Package ‘TDA’
BT Fasy, J Kim, F Lecci, C Maria, DL Millman, V Rouvreau, MJ Kim
32024
Statistical inference for persistent homology
BT Fasy, F Lecci, A Rinaldo, L Wasserman, S Balakrishnan, A Singh
arXiv preprint arXiv:1303.7117, 2013
32013
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
22014
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20