Felix Hensel

According to our database, Felix Hensel authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Neural Networks.

Charles Arnal, Felix Hensel, Mathieu Carrière, Théo Lacombe, Hiroaki Kurihara, Yuichi Ike, Frédéric Chazal

Trans. Mach. Learn. Res., 2024

2023

MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks.

Felix Hensel, Charles Arnal, Mathieu Carrière, Théo Lacombe, Hiroaki Kurihara, Yuichi Ike, Frédéric Chazal

CoRR, 2023

2022

RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds.

Thibault de Surrel, Felix Hensel, Mathieu Carrière, Théo Lacombe, Yuichi Ike, Hiroaki Kurihara, Marc Glisse, Frédéric Chazal

Proceedings of the Topological, 2022

2021

A Survey of Topological Machine Learning Methods.

Felix Hensel, Michael Moor, Bastian Rieck

Frontiers Artif. Intell., 2021

Back to the basics with inclusion of clinical domain knowledge - A simple, scalable and effective model of Alzheimer's Disease classification.

Sarah C. Brüningk, Felix Hensel, Louis P. Lukas, Merel Kuijs, Catherine R. Jutzeler, Bastian Rieck

Proceedings of the Machine Learning for Healthcare Conference, 2021

2020

Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design.

Sarah C. Brüningk, Felix Hensel, Catherine R. Jutzeler, Bastian Rieck

CoRR, 2020