Nicolas Berkouk

According to our database, Nicolas Berkouk authored at least 10 papers between 2018 and 2023.

Collaborative distances:

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

2023

Singular Value Representation: A New Graph Perspective On Neural Networks.

Dan Meller, Nicolas Berkouk

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

giotto-deep: A Python Package for Topological Deep Learning.

Matteo Caorsi, Raphael Reinauer, Nicolas Berkouk

J. Open Source Softw., November, 2022

One Diamond to Rule Them All: Old and new topics about zigzag, levelsets and extended persistence.

Nicolas Berkouk, Luca Nyckees

CoRR, 2022

On the (non-)stability of the sheaf-function correspondence.

Nicolas Berkouk

CoRR, 2022

Projected distances for multi-parameter persistence modules.

Nicolas Berkouk, François Petit

CoRR, 2022

2021

Persformer: A Transformer Architecture for Topological Machine Learning.

Raphael Reinauer, Matteo Caorsi, Nicolas Berkouk

CoRR, 2021

Algebraic Homotopy Interleaving Distance.

Nicolas Berkouk

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

Persistence and Sheaves: from Theory to Applications. (Persistance et Faisceaux: de la Théorie aux Applications).

Nicolas Berkouk

PhD thesis, 2020

2019

Level-sets persistence and sheaf theory.

Nicolas Berkouk, Grégory Ginot, Steve Oudot

CoRR, 2019

2018

A derived isometry theorem for constructible sheaves on 𝑹.

Nicolas Berkouk, Grégory Ginot

CoRR, 2018