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2020 – today
- 2024
[j8]Justin 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: 102031 (2024)- 2023
- [j7]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): 10588-10595 (2023) - 2021
- [j6]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: 39:1-39:6 (2021) - [i4]Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua:
Localized Persistent Homologies for more Effective Deep Learning. CoRR abs/2110.06295 (2021) - 2020
- [j5]Lida Kanari, Adélie Garin, Kathryn Hess:
From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives. Algorithms 13(12): 335 (2020) - [i3]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 abs/2004.02551 (2020) - [i2]Lida Kanari, Adélie Garin, Kathryn Hess:
From trees to barcodes and back again: theoretical and statistical perspectives. CoRR abs/2010.11620 (2020)
2010 – 2019
- 2019
- [j4]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): 3339-3347 (2019) - 2018
- [j3]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): 3-13 (2018) - 2017
- [j2]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: 48 (2017) - 2016
- [i1]Lida Kanari, Pawel Dlotko, Martina Scolamiero, Ran Levi, Julian C. Shillcock, Kathryn Hess, Henry Markram:
Quantifying topological invariants of neuronal morphologies. CoRR abs/1603.08432 (2016)
2000 – 2009
- 2003
- [c1]Kathryn Hess, Paul-Eugène Parent, Andrew Tonks, Krzysztof Worytkiewicz:
Simulations as Homotopies. CMCIM/GETCO@CONCUR 2003: 65-93 - 2002
- [j1]Kathryn Hess:
Model Categories in Algebraic Topology. Appl. Categorical Struct. 10(3): 195-220 (2002)
Coauthor Index
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