Paul Bendich

Paul Bendich

Duke University

H-index: 15

North America-United States

About Paul Bendich

Paul Bendich, With an exceptional h-index of 15 and a recent h-index of 12 (since 2020), a distinguished researcher at Duke University, specializes in the field of Topological and Geometric Data Analysis, Machine Learning, Stratified Spaces.

His recent articles reflect a diverse array of research interests and contributions to the field:

Convolutional persistence transforms

Topological Parallax: A Geometric Specification for Deep Perception Models

Topological Simplification of Signals for Inference and Approximate Reconstruction

Topological Feature Tracking for submesoscale eddies

From geometry to topology: Inverse theorems for distributed persistence

Persistent obstruction theory for a model category of measures with applications to data merging

Improving metric dimensionality reduction with distributed topology

Automation is all you need: Faster Earth system models with AI/ML

Paul Bendich Information

University

Position

Associate Research Professor ; Chief Scientist Geometric Data Analytics Inc.

Citations(all)

1019

Citations(since 2020)

612

Cited By

695

hIndex(all)

15

hIndex(since 2020)

12

i10Index(all)

17

i10Index(since 2020)

15

Email

University Profile Page

Duke University

Google Scholar

View Google Scholar Profile

Paul Bendich Skills & Research Interests

Topological and Geometric Data Analysis

Machine Learning

Stratified Spaces

Top articles of Paul Bendich

Title

Journal

Author(s)

Publication Date

Convolutional persistence transforms

Journal of Applied and Computational Topology

Yitzchak Elchanan Solomon

Paul Bendich

2024/2/21

Topological Parallax: A Geometric Specification for Deep Perception Models

Advances in Neural Information Processing Systems

Abraham Smith

Michael Catanzaro

Gabrielle Angeloro

Nirav Patel

Paul Bendich

2024/2/13

Topological Simplification of Signals for Inference and Approximate Reconstruction

Gary Koplik

Nathan Borggren

Sam Voisin

Gabrielle Angeloro

Jay Hineman

...

2023/3/4

Topological Feature Tracking for submesoscale eddies

Geophysical Research Letters

Sam Voisin

Jay Hineman

James B Polly

Gary Koplik

Ken Ball

...

2022/10/28

From geometry to topology: Inverse theorems for distributed persistence

Elchanan Solomon

Alexander Wagner

Paul Bendich

2022/6/1

Persistent obstruction theory for a model category of measures with applications to data merging

Transactions of the American Mathematical Society, Series B

Abraham Smith

Paul Bendich

John Harer

2021

Improving metric dimensionality reduction with distributed topology

arXiv preprint arXiv:2106.07613

Alexander Wagner

Elchanan Solomon

Paul Bendich

2021/6/14

Automation is all you need: Faster Earth system models with AI/ML

Kenneth Ball

Jay Hineman

Sam Voisin

Gary Koplik

Paul Bendich

2021/4/15

A fast and robust method for global topological functional optimization

Yitzchak Solomon

Alexander Wagner

Paul Bendich

2021/3/18

Geometric fusion via joint delay embeddings

Elchanan Solomon

Paul Bendich

2020/7/6

Stabilizing the unstable output of persistent homology computations

Journal of Applied and Computational Topology

Paul Bendich

Peter Bubenik

Alexander Wagner

2020/6

Machine learning in/with information fusion for infrastructure understanding, panel summary

Erik Blasch

Lynne L Grewe

Edward L Waltz

Paul Bendich

Vladimir Pavlovic

...

2020/4/23

Graph spectral embedding for parsimonious transmission of multivariate time series

Lihan Yao

Paul Bendich

2020/3/7

See List of Professors in Paul Bendich University(Duke University)

Co-Authors

H-index: 88
J. S. Marron

J. S. Marron

University of North Carolina at Chapel Hill

H-index: 36
Jonathan C. Mattingly

Jonathan C. Mattingly

Duke University

H-index: 29
Sergio Cabello

Sergio Cabello

Univerza v Ljubljani

H-index: 26
Michael Kerber

Michael Kerber

Technische Universität Graz

H-index: 22
Elizabeth Munch

Elizabeth Munch

Michigan State University

H-index: 19
Peter Bubenik

Peter Bubenik

University of Florida

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