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09/15/2023
Quantifying Credit Portfolio sensitivity to asset correlations with interpretable generative neural networks
In this research, we propose a novel approach for the quantification of ...
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03/28/2023
Searching for long faint astronomical high energy transients: a data driven approach
HERMES (High Energy Rapid Modular Ensemble of Satellites) pathfinder is ...
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03/07/2023
Disambiguation of Company names via Deep Recurrent Networks
Name Entity Disambiguation is the Natural Language Processing task of id...
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09/13/2022
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation
Machine learning applications are becoming increasingly pervasive in our...
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06/14/2021
Counterfactual Explanations as Interventions in Latent Space
Explainable Artificial Intelligence (XAI) is a set of techniques that al...
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06/01/2021
The zoo of Fairness metrics in Machine Learning
In recent years, the problem of addressing fairness in Machine Learning ...
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02/03/2021
