Kathryn Hess

According to our database, Kathryn Hess authored at least 11 papers between 2002 and 2024.

Collaborative distances:

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

2024

From trees to barcodes and back again II: Combinatorial and probabilistic aspects of a topological inverse problem.

Justin Curry, Jordan DeSha, Adélie Garin, Kathryn Hess, Lida Kanari, Brendan Mallery

Comput. Geom., January, 2024

2023

Persistent Homology With Improved Locality Information for More Effective Delineation.

Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

2021

giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration.

Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Anibal M. Medina-Mardones, Alberto Dassatti, Kathryn Hess

J. Mach. Learn. Res., 2021

Localized Persistent Homologies for more Effective Deep Learning.

Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua

CoRR, 2021

2020

From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives.

Lida Kanari, Adélie Garin, Kathryn Hess

Algorithms, 2020

2019

Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis.

Rachel Jeitziner, Mathieu Carrière, Jacques Rougemont, Steve Oudot, Kathryn Hess, Cathrin Brisken

Bioinform., 2019

2018

A Topological Representation of Branching Neuronal Morphologies.

Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram

Neuroinformatics, 2018

2017

Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function.

Michael W. Reimann, Max Nolte, Martina Scolamiero, Katharine Turner, Rodrigo Perin, Giuseppe Chindemi, Pawel Dlotko, Ran Levi, Kathryn Hess, Henry Markram

Frontiers Comput. Neurosci., 2017

2016

Quantifying topological invariants of neuronal morphologies.

Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram

CoRR, 2016

2003

Simulations as Homotopies.

Kathryn Hess, Paul-Eugène Parent, Andrew Tonks, Krzysztof Worytkiewicz

Proceedings of the Combined Proceedings of the Second Workshop on Categorical Methods for Concurrency, 2003

2002

Model Categories in Algebraic Topology.

Kathryn Hess

Appl. Categorical Struct., 2002