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Morgane Ayle
Morgane Ayle
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Year
Winning the Lottery Ahead of Time: Efficient Early Network Pruning
J Rachwan, D Zügner, B Charpentier, S Geisler, M Ayle, S Günnemann
International Conference on Machine Learning, 18293-18309, 2022
292022
BAR-A Reinforcement Learning Agent for Bounding-Box Automated Refinement.
M Ayle, J Tekli, J El Zini, B El Asmar, M Awad
AAAI, 2561-2568, 2020
132020
Training Differentially Private Graph Neural Networks with Random Walk Sampling
M Ayle, J Schuchardt, L Gosch, D Zügner, S Günnemann
Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 0
7*
On the Robustness and Anomaly Detection of Sparse Neural Networks
M Ayle, B Charpentier, J Rachwan, D Zügner, S Geisler, S Günnemann
Sparsity in Neural Networks Workshop, 2022
52022
End-to-End Learning of Probabilistic Hierarchies on Graphs
D Zügner, B Charpentier, M Ayle, S Geringer, S Günnemann
International Conference on Learning Representations, 2021
32021
Active Scene Understanding for Video Labeling
M Ayle, A Döring, A Goncharov, MSS Khan, J Rachwan, MMSK Wong, ...
2021
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Articles 1–6