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Morgane Ayle
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Tree Pruning
Neural Network
Sparse Pca
Anomaly Detection
Top Venues
CoRR
ICML
ICLR
AAAI
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Publications
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Morgane Ayle
,
Jan Schuchardt
,
Lukas Gosch
,
Daniel Zügner
,
Stephan Günnemann
Training Differentially Private Graph Neural Networks with Random Walk Sampling.
CoRR
(2023)
Daniel Zügner
,
Bertrand Charpentier
,
Morgane Ayle
,
Sascha Geringer
,
Stephan Günnemann
End-to-End Learning of Probabilistic Hierarchies on Graphs.
ICLR
(2022)
John Rachwan
,
Daniel Zügner
,
Bertrand Charpentier
,
Simon Geisler
,
Morgane Ayle
,
Stephan Günnemann
Winning the Lottery Ahead of Time: Efficient Early Network Pruning.
ICML
(2022)
John Rachwan
,
Daniel Zügner
,
Bertrand Charpentier
,
Simon Geisler
,
Morgane Ayle
,
Stephan Günnemann
Winning the Lottery Ahead of Time: Efficient Early Network Pruning.
CoRR
(2022)
Morgane Ayle
,
Bertrand Charpentier
,
John Rachwan
,
Daniel Zügner
,
Simon Geisler
,
Stephan Günnemann
On the Robustness and Anomaly Detection of Sparse Neural Networks.
CoRR
(2022)
Morgane Ayle
,
Jimmy Tekli
,
Julia El Zini
,
Boulos El Asmar
,
Mariette Awad
BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement.
AAAI
(2020)