Tom Needham

According to our database, Tom Needham authored at least 17 papers between 2019 and 2024.

Collaborative distances:

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

2024

Topological Optimal Transport for Geometric Cycle Matching.

Stephen Y. Zhang, Michael P. H. Stumpf, Tom Needham, Agnese Barbensi

CoRR, 2024

2023

Geometric Averages of Partitioned Datasets.

Tom Needham, Thomas Weighill

SIAM J. Appl. Algebra Geom., March, 2023

Stability and Approximations for Decorated Reeb Spaces.

Justin Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold

CoRR, 2023

Flexible and Probabilistic Topology Tracking with Partial Optimal Transport.

Mingzhe Li, Xinyuan Yan, Lin Yan, Tom Needham, Bei Wang

CoRR, 2023

Comparing Morse Complexes Using Optimal Transport: An Experimental Study.

Mingzhe Li, Carson Storm, Austin Yang Li, Tom Needham, Bei Wang

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

Topologically Attributed Graphs for Shape Discrimination.

Justin Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold

Proceedings of the Topological, 2023

2022

Decorated merge trees for persistent topology.

Justin Curry, Haibin Hang, Washington Mio, Tom Needham, Osman Berat Okutan

J. Appl. Comput. Topol., 2022

2021

Hypergraph Co-Optimal Transport: Metric and Categorical Properties.

Samir Chowdhury, Tom Needham, Ethan Semrad, Bei Wang, Youjia Zhou

CoRR, 2021

Symplectic geometry and connectivity of spaces of frames.

Tom Needham, Clayton Shonkwiler

Adv. Comput. Math., 2021

Quantized Gromov-Wasserstein.

Samir Chowdhury, David Miller, Tom Needham

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Generalized Spectral Clustering via Gromov-Wasserstein Learning.

Samir Chowdhury, Tom Needham

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Simplifying Transforms for General Elastic Metrics on the Space of Plane Curves.

Tom Needham, Sebastian Kurtek

SIAM J. Imaging Sci., 2020

Statistical shape analysis of brain arterial networks (BAN).

Xiaoyang Guo, Aditi Basu Bal, Tom Needham, Anuj Srivastava

CoRR, 2020

The Weighted Euler Curve Transform for Shape and Image Analysis.

Qitong Jiang, Sebastian Kurtek, Tom Needham

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Gromov-Wasserstein Averaging in a Riemannian Framework.

Samir Chowdhury, Tom Needham

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Random Triangles and Polygons in the Plane.

Jason Cantarella, Tom Needham, Clayton Shonkwiler, Gavin Stewart

Am. Math. Mon., 2019

Shape Analysis of Framed Space Curves.

Tom Needham

J. Math. Imaging Vis., 2019