Guillaume Tauzin

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 5

Top Topics

Data Exploration

Handwritten Digit Recognition

Modular Architecture

Classification Systems

Top Venues

J. Mach. Learn. Res.

J. Appl. Comput. Topol.

Publications

Umberto Lupo, Anibal M. Medina-Mardones, Guillaume Tauzin
Persistence Steenrod modules. J. Appl. Comput. Topol. 6 (4) (2022)
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)
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)
Adélie Garin, Guillaume Tauzin
A Topological "Reading" Lesson: Classification of MNIST using TDA. CoRR (2019)
Adélie Garin, Guillaume Tauzin
A Topological "Reading" Lesson: Classification of MNIST using TDA. ICMLA (2019)