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PB
Paul Bendich
Chief Scientist
Geometric Data Analytics
Publications
18
Funding
0
Patents
0
A point calculus for interlevel set homology
Pattern Recognition Letters 33 (11), 1436-1444, 2012
Persistent homology analysis of brain artery trees
Annals of Applied Statistics 10 (1), 198-218, 2016
Computing robustness and persistence for images
IEEE transactions on visualization and computer graphics 16 (6), 1251-1260, 2010
Inferring local homology from sampled stratified spaces
48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07), 536-546, 2007
Local homology transfer and stratification learning
Proceedings of the twenty-third annual ACM-SIAM symposium on Discrete …, 2012
Topological and statistical behavior classifiers for tracking applications
IEEE Transactions on Aerospace and Electronic Systems 52 (6), 2644-2661, 2016
Persistent intersection homology
Foundations of Computational Mathematics 11 (3), 305-336, 2011
Cover song identification with timbral shape sequences
arXiv preprint arXiv:1507.05143, 2015
Analyzing stratified spaces using persistent versions of intersection and local homology
Duke University, 2008
A fast and robust method for global topological functional optimization
International Conference on Artificial Intelligence and Statistics, 109-117, 2021
From geometry to topology: Inverse theorems for distributed persistence
Symposium on Computational Geometry, 2022
Multi-scale local shape analysis and feature selection in machine learning applications
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
Improving homology estimates with random walks
Inverse Problems 27 (12), 124002, 2011
Stabilizing the unstable output of persistent homology computations
Journal of Applied and Computational Topology 4 (2), 309-338, 2020
Scaffoldings and spines: organizing high-dimensional data using cover trees, local principal component analysis, and persistent homology
Research in Computational Topology, 93-114, 2018
Upstream fusion of multiple sensing modalities using machine learning and topological analysis: An initial exploration
2018 IEEE Aerospace Conference, 1-8, 2018
Improving metric dimensionality reduction with distributed topology
arXiv preprint arXiv:2106.07613, 2021
Supervised learning of labeled pointcloud differences via cover-tree entropy reduction
arXiv preprint arXiv:1702.07959, 2017
PB
Paul Bendich
Chief Scientist
Geometric Data Analytics
Work experience
Geometric Data Analytics
Chief Scientist
Instituto Tecnológico de Costa Rica
Duke University
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Last updated Oct 2024
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