Követés
Peter Bubenik
Peter Bubenik
Professor of Mathematics, University of Florida
E-mail megerősítve itt: ufl.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Statistical topological data analysis using persistence landscapes.
P Bubenik
J. Mach. Learn. Res. 16 (1), 77-102, 2015
11332015
Categorification of persistent homology
P Bubenik, JA Scott
Discrete & Computational Geometry 51 (3), 600-627, 2014
2682014
Metrics for generalized persistence modules
P Bubenik, V De Silva, J Scott
Foundations of Computational Mathematics 15, 1501-1531, 2015
1952015
A persistence landscapes toolbox for topological statistics
P Bubenik, P Dłotko
Journal of Symbolic Computation 78, 91-114, 2017
1872017
Persistence diagrams of cortical surface data
MK Chung, P Bubenik, PT Kim
International Conference on Information Processing in Medical Imaging, 386-397, 2009
1692009
Using persistent homology and dynamical distances to analyze protein binding
V Kovacev-Nikolic, P Bubenik, D Nikolić, G Heo
Statistical applications in genetics and molecular biology 15 (1), 19-38, 2016
1572016
A statistical approach to persistent homology
P Bubenik, PT Kim
1382007
The persistence landscape and some of its properties
P Bubenik
Topological Data Analysis: The Abel Symposium 2018, 97-117, 2020
832020
Min-type Morse theory for configuration spaces of hard spheres
Y Baryshnikov, P Bubenik, M Kahle
International Mathematics Research Notices 2014 (9), 2577-2592, 2014
772014
Persistent homology detects curvature
P Bubenik, M Hull, D Patel, B Whittle
Inverse Problems 36 (2), 025008, 2020
732020
Statistical topology via Morse theory persistence and nonparametric estimation
P Bubenik, G Carlsson, PT Kim, ZM Luo
Algebraic methods in statistics and probability II 516, 75-92, 2010
652010
Homological algebra for persistence modules
P Bubenik, N Milićević
Foundations of Computational Mathematics 21 (5), 1233-1278, 2021
532021
Topological spaces of persistence modules and their properties
P Bubenik, T Vergili
Journal of Applied and Computational Topology 2 (3), 233-269, 2018
522018
Embeddings of persistence diagrams into Hilbert spaces
P Bubenik, A Wagner
Journal of Applied and Computational Topology 4 (3), 339-351, 2020
472020
Topological data analysis for object data
V Patrangenaru, P Bubenik, RL Paige, D Osborne
arXiv preprint arXiv:1804.10255, 2018
28*2018
Graded persistence diagrams and persistence landscapes
L Betthauser, P Bubenik, PB Edwards
Discrete & Computational Geometry 67 (1), 203-230, 2022
262022
Exact weights, path metrics, and algebraic Wasserstein distances
P Bubenik, J Scott, D Stanley
Journal of Applied and Computational Topology 7 (2), 185-219, 2023
25*2023
Virtual persistence diagrams, signed measures, Wasserstein distances, and Banach spaces
P Bubenik, A Elchesen
Journal of Applied and Computational Topology 6 (4), 429-474, 2022
24*2022
Activation landscapes as a topological summary of neural network performance
M Wheeler, J Bouza, P Bubenik
2021 IEEE International Conference on Big Data (Big Data), 3865-3870, 2021
232021
Interleaving and gromov-hausdorff distance
P Bubenik, V De Silva, J Scott
arXiv preprint arXiv:1707.06288, 2017
232017
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