Adélie Garin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Handwritten Digit Recognition

Statistical Information

Persistent Homology

Top Venues

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)
Benjamin Brück, Adélie Garin
Stratifying the space of barcodes using Coxeter complexes. J. Appl. Comput. Topol. 7 (2) (2023)
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)
Brendan Mallery, Adélie Garin, Justin Curry
A Lattice-Theoretic Perspective on the Persistence Map. CoRR (2022)
Teresa Heiss, Sarah Tymochko, Brittany Story, Adélie Garin, Hoa Bui, Bea Bleile, Vanessa Robins
The Impact of Changes in Resolution on the Persistent Homology of Images. IEEE BigData (2021)
Teresa Heiss, Sarah Tymochko, Brittany Story, Adélie Garin, Hoa Bui, Bea Bleile, Vanessa Robins
The Impact of Changes in Resolution on the Persistent Homology of Images. CoRR (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)
Lida Kanari, Adélie Garin, Kathryn Hess
From Trees to Barcodes and Back Again: Theoretical and Statistical Perspectives. Algorithms 13 (12) (2020)
Adélie Garin, Teresa Heiss, Kelly Maggs, Bea Bleile, Vanessa Robins
Duality in Persistent Homology of Images. 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)