Kathryn Hess

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 11

Top Topics

Cluster Ensemble

Machine Learning

Topological Properties

Gene Expression Analysis

Top Venues

J. Mach. Learn. Res.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Justin M. Curry, Jordan DeSha, Adélie Garin, Kathryn Hess, Lida Kanari, Brendan Mallery
From trees to barcodes and back again II: Combinatorial and probabilistic aspects of a topological inverse problem. Comput. Geom. 116 (2024)
Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua
Persistent Homology With Improved Locality Information for More Effective Delineation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Anibal M. Medina-Mardones, Alberto Dassatti, Kathryn Hess
giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration. J. Mach. Learn. Res. 22 (2021)
Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua
Localized Persistent Homologies for more Effective Deep Learning. CoRR (2021)
Lida Kanari, Adélie Garin, Kathryn Hess
From trees to barcodes and back again: theoretical and statistical perspectives. CoRR (2020)
Guillaume Tauzin, Umberto Lupo, Lewis Tunstall, Julian Burella Pérez, Matteo Caorsi, Anibal M. Medina-Mardones, Alberto Dassatti, Kathryn Hess
giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration. CoRR (2020)
Lida Kanari, Adélie Garin, Kathryn Hess
From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives. Algorithms 13 (12) (2020)
Rachel Jeitziner, Mathieu Carrière, Jacques Rougemont, Steve Oudot, Kathryn Hess, Cathrin Brisken
Two-Tier Mapper, an unbiased topology-based clustering method for enhanced global gene expression analysis. Bioinform. 35 (18) (2019)
Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
A Topological Representation of Branching Neuronal Morphologies. Neuroinformatics 16 (1) (2018)
Michael W. Reimann, Max Nolte, Martina Scolamiero, Katharine Turner, Rodrigo Perin, Giuseppe Chindemi, Pawel Dlotko, Ran Levi, Kathryn Hess, Henry Markram
Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function. Frontiers Comput. Neurosci. 11 (2017)
Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram
Quantifying topological invariants of neuronal morphologies. CoRR (2016)
Kathryn Hess, Paul-Eugène Parent, Andrew Tonks, Krzysztof Worytkiewicz
Simulations as Homotopies. Electron. Notes Theor. Comput. Sci. 100 (2004)
Kathryn Hess
Model Categories in Algebraic Topology. Appl. Categorical Struct. 10 (3) (2002)