Fabrizio Lecci
Fabrizio Lecci
Verified email at cmu.edu
TitleCited byYear
Confidence sets for persistence diagrams
BT Fasy, F Lecci, A Rinaldo, L Wasserman, S Balakrishnan, A Singh
The Annals of Statistics 42 (6), 2301-2339, 2014
179*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, 2014
712014
Robust topological inference: Distance to a measure and kernel distance
F Chazal, B Fasy, F Lecci, B Michel, A Rinaldo, A Rinaldo, L Wasserman
The Journal of Machine Learning Research 18 (1), 5845-5884, 2017
612017
Introduction to the R package TDA
BT Fasy, J Kim, F Lecci, C Maria
arXiv preprint arXiv:1411.1830, 2014
602014
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
522015
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
382013
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 (London, England) 29 (6), 713, 2015
192015
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/web/packages/TDA/index. html, 2014
152014
Statistical analysis of metric graph reconstruction
F Lecci, A Rinaldo, L Wasserman
The Journal of Machine Learning Research 15 (1), 3425-3446, 2014
82014
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
62017
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
52015
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
42019
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
42015
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
42014
Package ‘TDA’
BT Fasy, J Kim, F Lecci, C Maria, DL Millman, MJ Kim
22019
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, 1-9, 2019
22019
Statistical Inference for Topological Data Analysis
F Lecci, J Cisewski, F Chazal, A Rinaldo, R Tibshirani, L Wasserman
22014
Fused Lasso to Determine the Risk Factors for Dementia
S Adhikari, F Lecci, R Tibshirani, B Junker, J Becker, O Lopez
1
Brain Structural Correlates of Trajectories to Cognitive Impairment in the Cardiovascular Health Study-Cognition Study (P4. 091)
J Becker, M Popov, F Lecci, H Gach, B Junker, L Kuller, O Lopez
Neurology 84 (14 Supplement), P4. 091, 2015
2015
Mixed Membership Trajectory Model of Cognitive Impairment in the Cardiovascular Health Study-Cognition Study (I9-5B)
F Lecci, B Junker, L Kuller, O Lopez, J Becker
Neurology 84 (14 Supplement), I9-5B, 2015
2015
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Articles 1–20