Brittany Terese Fasy
Brittany Terese Fasy
Montana State University
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TítuloCitado porAño
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
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
Introduction to the R package TDA
BT Fasy, J Kim, F Lecci, C Maria
arXiv preprint arXiv:1411.1830, 2014
Robust topological inference: Distance to a measure and kernel distance
F Chazal, BT Fasy, F Lecci, B Michel, A Rinaldo, L Wasserman
Journal of Machine Learning Research 18 (159), 1-40, 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
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
Local persistent homology based distance between maps
M Ahmed, BT Fasy, C Wenk
Proceedings of the 22nd ACM SIGSPATIAL international conference on advances …, 2014
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
A path-based distance for street map comparison
M Ahmed, BT Fasy, KS Hickmann, C Wenk
ACM Transactions on Spatial Algorithms and Systems 1 (1), 3, 2015
Add isotropic Gaussian kernels at own risk: More and more resilient modes in higher dimensions
H Edelsbrunner, BT Fasy, G Rote
Discrete & Computational Geometry 49 (4), 797-822, 2013
Clustering trajectories for map construction
K Buchin, M Buchin, D Duran, BT Fasy, R Jacobs, V Sacristan, RI Silveira, ...
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017
Learning simplicial complexes from persistence diagrams
RL Belton, BT Fasy, R Mertz, S Micka, DL Millman, D Salinas, ...
arXiv preprint arXiv:1805.10716, 2018
Approximating nearest neighbor distances
MB Cohen, BT Fasy, GL Miller, A Nayyeri, DR Sheehy, A Velingker
Workshop on Algorithms and Data Structures, 200-211, 2015
A simplicial complex-based approach to unmixing tumor progression data
T Roman, A Nayyeri, BT Fasy, R Schwartz
BMC bioinformatics 16 (1), 254, 2015
Choosing thresholds for density-based map construction algorithms
M Ahmed, BT Fasy, M Gibson, C Wenk
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in …, 2015
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
Functional summaries of persistence diagrams
E Berry, YC Chen, J Cisewski-Kehe, BT Fasy
arXiv preprint arXiv:1804.01618, 2018
Exploring persistent local homology in topological data analysis
BT Fasy, B Wang
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
Solving 1-laplacians in nearly linear time: Collapsing and expanding a topological ball
MB Cohen, BT Fasy, GL Miller, A Nayyeri, R Peng, N Walkington
Proceedings of the twenty-fifth annual ACM-SIAM symposium on Discrete …, 2014
Topological data analysis and machine learning theory
G Carlsson, R Jardine, D Feichtner-Kozlov, D Morozov, F Chazal, ...
BIRS Workshop, Alberta, 2012
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