Adélie Garin

According to our database, Adélie Garin authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

From trees to barcodes and back again II: Combinatorial and probabilistic aspects of a topological inverse problem.

Justin Curry, Jordan DeSha, Adélie Garin, Kathryn Hess, Lida Kanari, Brendan Mallery

Comput. Geom., January, 2024

2023

Persistent Homology With Improved Locality Information for More Effective Delineation.

Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Stratifying the space of barcodes using Coxeter complexes.

Benjamin Brück, Adélie Garin

J. Appl. Comput. Topol., June, 2023

2022

From Trees to Barcodes and Back Again: A Combinatorial, Probabilistic and Geometric Study of a Topological Inverse Problem.

Adélie Garin

PhD thesis, 2022

A Lattice-Theoretic Perspective on the Persistence Map.

Brendan Mallery, Adélie Garin, Justin Curry

CoRR, 2022

2021

Localized Persistent Homologies for more Effective Deep Learning.

Doruk Öner, Adélie Garin, Mateusz Kozinski, Kathryn Hess, Pascal Fua

CoRR, 2021

The Impact of Changes in Resolution on the Persistent Homology of Images.

Teresa Heiss, Sarah Tymochko, Brittany Story, Adélie Garin, Hoa T. Bui, Bea Bleile, Vanessa Robins

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Duality in Persistent Homology of Images.

Adélie Garin, Teresa Heiss, Kelly Maggs, Bea Bleile, Vanessa Robins

CoRR, 2020

From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives.

Lida Kanari, Adélie Garin, Kathryn Hess

Algorithms, 2020

2019

A Topological "Reading" Lesson: Classification of MNIST using TDA.

Adélie Garin, Guillaume Tauzin

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019