Morgane Ayle

According to our database, Morgane Ayle authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Training Differentially Private Graph Neural Networks with Random Walk Sampling.

Morgane Ayle, Jan Schuchardt, Lukas Gosch, Daniel Zügner, Stephan Günnemann

CoRR, 2023

2022

On the Robustness and Anomaly Detection of Sparse Neural Networks.

Morgane Ayle, Bertrand Charpentier, John Rachwan, Daniel Zügner, Simon Geisler, Stephan Günnemann

CoRR, 2022

Winning the Lottery Ahead of Time: Efficient Early Network Pruning.

John Rachwan, Daniel Zügner, Bertrand Charpentier, Simon Geisler, Morgane Ayle, Stephan Günnemann

Proceedings of the International Conference on Machine Learning, 2022

End-to-End Learning of Probabilistic Hierarchies on Graphs.

Daniel Zügner, Bertrand Charpentier, Morgane Ayle, Sascha Geringer, Stephan Günnemann

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

BAR - A Reinforcement Learning Agent for Bounding-Box Automated Refinement.

Morgane Ayle, Jimmy Tekli, Julia El Zini, Boulos El Asmar, Mariette Awad

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020