Kathryn Hess

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
From trees to barcodes and back again II: Combinatorial and probabilistic aspects of a topological inverse problem.
Comput. Geom.
Justin Curry, Jordan DeSha, Adélie Garin, Kathryn Hess, Lida Kanari, Brendan Mallery
2023 J jnl
Persistent Homology With Improved Locality Information for More Effective Delineation.
IEEE Trans. Pattern Anal. Mach. Intell.
Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua
2021 J jnl
Localized Persistent Homologies for more Effective Deep Learning.
CoRR
Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua
2021 J jnl
giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration.
J. Mach. Learn. Res.
Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Anibal M. Medina-Mardones, Alberto Dassatti, Kathryn Hess
2020 J jnl
From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives.
Algorithms
Lida Kanari, Adélie Garin, Kathryn Hess
2020 J jnl
From trees to barcodes and back again: theoretical and statistical perspectives.
CoRR
Lida Kanari, Adélie Garin, Kathryn Hess
2020 J jnl
giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration.
CoRR
Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Anibal M. Medina-Mardones, Alberto Dassatti, Kathryn Hess
2019 J jnl
Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis.
Bioinform.
Rachel Jeitziner, Mathieu Carrière, Jacques Rougemont, Steve Oudot, Kathryn Hess, Cathrin Brisken
2018 J jnl
A Topological Representation of Branching Neuronal Morphologies.
Neuroinformatics
Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
2017 J jnl
Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function.
Frontiers Comput. Neurosci.
Michael W. Reimann, Max Nolte, Martina Scolamiero, Katharine Turner, Rodrigo Perin, Giuseppe Chindemi, Pawel Dlotko, Ran Levi, Kathryn Hess, Henry Markram
2016 J jnl
Quantifying topological invariants of neuronal morphologies.
CoRR
Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
2003 — conf
Simulations as Homotopies.
CMCIM/GETCO@CONCUR
Kathryn Hess, Paul-Eugène Parent, Andrew Tonks, Krzysztof Worytkiewicz
2002 J jnl
Model Categories in Algebraic Topology.
Appl. Categorical Struct.
Kathryn Hess