Peter Bubenik

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Peter T KimMathematics and Statistics (Guelph)Verified email at uoguelph.ca
Nikola MilićevićPostdoctoral Scholar, The Pennsylvania State UniversityVerified email at psu.edu
Alex ElchesenColorado State UniversityVerified email at colostate.edu
Iryna HartsockApplied postdoctoral fellow at H. Lee Moffitt Cancer CenterVerified email at moffitt.org
Paweł DłotkoDioscuri Centre in Topological Data Analysis, Institute of Mathematics, Polish Academy of SciencesVerified email at impan.pl
yuliy baryshnikovprofessor of mathematics and electrical engineeringVerified email at illinois.edu
Matthew KahleProfessor of Mathematics, Ohio State UniversityVerified email at math.osu.edu
Moo K. ChungUniversity of Wisconsin-MadisonVerified email at wisc.edu
Parker B EdwardsFlorida Atlantic UniversityVerified email at fau.edu
Gunnar CarlssonProfessor Emeritus, Stanford UniversityVerified email at stanford.edu
Alexander WagnerDuke UniversityVerified email at duke.edu
Vic PatrangenaruProfessor of Statistics, Florida State UniversityVerified email at stat.fsu.edu
Hang LuC. J. "Pete" Silas Endowed Chair & Professor, Georgia TechVerified email at gatech.edu
Ashleigh ThomasGeorgia Institute of TechnologyVerified email at gatech.edu
Kristen SkruberUniversity of California, San FranciscoVerified email at ucsf.edu
Tane VergiliKaradeniz Teknik ÜniversitesiVerified email at ktu.edu.tr
Paul BendichResearch Professor, Duke University; Chief Scientist, Geometric Data Analytics, Inc.Verified email at math.duke.edu
Michael J. CatanzaroSenior Scientist, Geometric Data AnalyticsVerified email at geomdata.com
Jose BouzaUniversity of FloridaVerified email at ufl.edu
Vidit NandaMathematical Institute, University of OxfordVerified email at maths.ox.ac.uk

Peter Bubenik

Professor of Mathematics, University of Florida

Verified email at ufl.edu - Homepage

Applied Topology Topological Data Analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Statistical topological data analysis using persistence landscapes. P Bubenik J. Mach. Learn. Res. 16 (1), 77-102, 2015	1130	2015
Categorification of persistent homology P Bubenik, JA Scott Discrete & Computational Geometry 51 (3), 600-627, 2014	268	2014
Metrics for generalized persistence modules P Bubenik, V De Silva, J Scott Foundations of Computational Mathematics 15, 1501-1531, 2015	195	2015
A persistence landscapes toolbox for topological statistics P Bubenik, P Dłotko Journal of Symbolic Computation 78, 91-114, 2017	187	2017
Persistence diagrams of cortical surface data MK Chung, P Bubenik, PT Kim International Conference on Information Processing in Medical Imaging, 386-397, 2009	169	2009
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	157	2016
A statistical approach to persistent homology P Bubenik, PT Kim	138	2007
The persistence landscape and some of its properties P Bubenik Topological Data Analysis: The Abel Symposium 2018, 97-117, 2020	83	2020
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	76	2014
Persistent homology detects curvature P Bubenik, M Hull, D Patel, B Whittle Inverse Problems 36 (2), 025008, 2020	73	2020
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	65	2010
Homological algebra for persistence modules P Bubenik, N Milićević Foundations of Computational Mathematics 21 (5), 1233-1278, 2021	52	2021
Topological spaces of persistence modules and their properties P Bubenik, T Vergili Journal of Applied and Computational Topology 2 (3), 233-269, 2018	52	2018
Embeddings of persistence diagrams into Hilbert spaces P Bubenik, A Wagner Journal of Applied and Computational Topology 4 (3), 339-351, 2020	47	2020
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	26	2022
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	23	2021
Interleaving and gromov-hausdorff distance P Bubenik, V De Silva, J Scott arXiv preprint arXiv:1707.06288, 2017	23	2017

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