Chrysoula Kosma

According to our database1, Chrysoula Kosma authored at least 6 papers between 2022 and 2024.

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Bibliography

2024
Signed Graph Autoencoder for Explainable and Polarization-Aware Network Embeddings.
CoRR, 2024

2023
Towards Robust Deep Learning Methods for Time Series Data and their Applications. (Vers des Méthodes Robustes d'Apprentissage Profond pour les Données de Séries Temporelles et leurs Applications).
PhD thesis, 2023

Neural Ordinary Differential Equations for Modeling Epidemic Spreading.
Trans. Mach. Learn. Res., 2023

Time-Parameterized Convolutional Neural Networks for Irregularly Sampled Time Series.
CoRR, 2023

TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting.
Proceedings of the Complex Networks & Their Applications XII, 2023

2022
Time Series Forecasting Models Copy the Past: How to Mitigate.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022


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