Kathryn Hess | DeepAI

DeepAI

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Featured Co-authors

Pascal Fua
138 publications
Bei Wang
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Mateusz Kozinski
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Umberto Lupo
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Katharine Turner
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Adélie Garin
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Doruk Öner
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Matteo Caorsi
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Lewis Tunstall
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Jane Tan
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Julian Burella Pérez
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research

∙ 10/12/2021

Localized Persistent Homologies for more Effective Deep Learning

Persistent Homologies have been successfully used to increase the perfor...

0 Doruk Öner, et al. ∙

research

∙ 07/23/2021

Graph Pseudometrics from a Topological Point of View

We explore pseudometrics for directed graphs in order to better understa...

0 Ana Lucia Garcia-Pulido, et al. ∙

research

∙ 10/22/2020

From trees to barcodes and back again: theoretical and statistical perspectives

Methods of topological data analysis have been successfully applied in a...

0 Lida Kanari, et al. ∙

research

∙ 04/06/2020

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

We introduce giotto-tda, a Python library that integrates high-performan...

32 Guillaume Tauzin, et al. ∙