Peter Bubenik

According to our database, Peter Bubenik authored at least 25 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Topological Data Analysis Captures Task-Driven fMRI Profiles in Individual Participants: A Classification Pipeline Based on Persistence.

Michael J. Catanzaro, Sam Rizzo, John J. Kopchick, Asadur Chowdury, David R. Rosenberg, Peter Bubenik, Vaibhav A. Diwadkar

Neuroinformatics, January, 2024

Mixup Barcodes: Quantifying Geometric-Topological Interactions between Point Clouds.

Hubert Wagner, Nickolas Arustamyan, Matthew Wheeler, Peter Bubenik

CoRR, 2024

2023

Exact weights, path metrics, and algebraic Wasserstein distances.

Peter Bubenik, Jonathan A. Scott, Donald Stanley

J. Appl. Comput. Topol., June, 2023

2022

Virtual persistence diagrams, signed measures, Wasserstein distances, and Banach spaces.

Peter Bubenik, Alex Elchesen

J. Appl. Comput. Topol., 2022

Graded Persistence Diagrams and Persistence Landscapes.

Leo Betthauser, Peter Bubenik, Parker B. Edwards

Discret. Comput. Geom., 2022

Universality of persistence diagrams and the bottleneck and Wasserstein distances.

Peter Bubenik, Alex Elchesen

Comput. Geom., 2022

2021

TDAExplore: Quantitative analysis of fluorescence microscopy images through topology-based machine learning.

Parker B. Edwards, Kristen Skruber, Nikola Milicevic, James B. Heidings, Tracy-Ann Read, Peter Bubenik, Eric A. Vitriol

Patterns, 2021

Topological Data Analysis of C. elegans Locomotion and Behavior.

Ashleigh Thomas, Kathleen Bates, Alex Elchesen, Iryna Hartsock, Hang Lu, Peter Bubenik

Frontiers Artif. Intell., 2021

Homological Algebra for Persistence Modules.

Peter Bubenik, Nikola Milicevic

Found. Comput. Math., 2021

Activation Landscapes as a Topological Summary of Neural Network Performance.

Matthew Wheeler, Jose Bouza, Peter Bubenik

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Embeddings of persistence diagrams into Hilbert spaces.

Peter Bubenik, Alexander Wagner

J. Appl. Comput. Topol., 2020

Stabilizing the unstable output of persistent homology computations.

Paul Bendich, Peter Bubenik, Alexander Wagner

J. Appl. Comput. Topol., 2020

2019

Persistent homology detects curvature.

Peter Bubenik, Michael Hull, Dhruv Patel, Benjamin Whittle

CoRR, 2019

2018

Topological spaces of persistence modules and their properties.

Peter Bubenik, Tane Vergili

J. Appl. Comput. Topol., 2018

2017

Higher Interpolation and Extension for Persistence Modules.

Peter Bubenik, Vin de Silva, Vidit Nanda

SIAM J. Appl. Algebra Geom., 2017

A persistence landscapes toolbox for topological statistics.

Peter Bubenik, Pawel Dlotko

J. Symb. Comput., 2017

2015

Statistical topological data analysis using persistence landscapes.

Peter Bubenik

J. Mach. Learn. Res., 2015

Metrics for Generalized Persistence Modules.

Peter Bubenik, Vin de Silva, Jonathan A. Scott

Found. Comput. Math., 2015

Stabilizing the output of persistent homology computations.

Paul Bendich, Peter Bubenik

CoRR, 2015

2014

Categorification of Persistent Homology.

Peter Bubenik, Jonathan A. Scott

Discret. Comput. Geom., 2014

2012

Statistical topology using persistence landscapes

Peter Bubenik

CoRR, 2012

2011

Min-type Morse theory for configuration spaces of hard spheres

Yuliy M. Baryshnikov, Peter Bubenik, Matthew Kahle

CoRR, 2011

2010

Simplicial Models for Concurrency.

Peter Bubenik

Proceedings of the workshop on Geometric and Topological Methods in Computer Science, 2010

2009

Persistence Diagrams of Cortical Surface Data.

Moo K. Chung, Peter Bubenik, Peter T. Kim

Proceedings of the Information Processing in Medical Imaging, 2009

2004

Context for Models of Concurrency.

Peter Bubenik

Proceedings of the Workshops on Geometric and Topological Methods in Concurrency Theory, 2004