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Felix Hensel
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Machine Learning Methods
Robust Estimation
Persistent Homology
Point Cloud
Top Venues
CoRR
MLHC
Frontiers Artif. Intell.
TAG-ML
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Publications
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Felix Hensel
,
Charles Arnal
,
Mathieu Carrière
,
Théo Lacombe
,
Hiroaki Kurihara
,
Yuichi Ike
,
Frédéric Chazal
MAGDiff: Covariate Data Set Shift Detection via Activation Graphs of Deep Neural Networks.
CoRR
(2023)
Thibault de Surrel
,
Felix Hensel
,
Mathieu Carrière
,
Théo Lacombe
,
Yuichi Ike
,
Hiroaki Kurihara
,
Marc Glisse
,
Frédéric Chazal
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds.
TAG-ML
(2022)
Thibault de Surrel
,
Felix Hensel
,
Mathieu Carrière
,
Théo Lacombe
,
Yuichi Ike
,
Hiroaki Kurihara
,
Marc Glisse
,
Frédéric Chazal
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds.
CoRR
(2022)
Felix Hensel
,
Michael Moor
,
Bastian Rieck
A Survey of Topological Machine Learning Methods.
Frontiers Artif. Intell.
4 (2021)
Sarah C. Brüningk
,
Felix Hensel
,
Louis P. Lukas
,
Merel Kuijs
,
Catherine R. Jutzeler
,
Bastian Rieck
Back to the basics with inclusion of clinical domain knowledge - A simple, scalable and effective model of Alzheimer's Disease classification.
MLHC
(2021)
Sarah C. Brüningk
,
Felix Hensel
,
Catherine R. Jutzeler
,
Bastian Rieck
Image analysis for Alzheimer's disease prediction: Embracing pathological hallmarks for model architecture design.
CoRR
(2020)