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stat.ML2026
The Role of Uncertainty in Assessing the Fairness of Machine Learning Models
Francesca Panero, Ernst C. Wit, Marco Scutari
Machine learning models are widely used in clinical applications, social media, law enforcement and critical infrastructure. Verifying whether their outputs are biased against disa…
stat.ML2023
Modeling non-linear Effects with Neural Networks in Relational Event Models
Edoardo Filippi-Mazzola, Ernst C. Wit
Dynamic networks offer an insight of how relational systems evolve. However, modeling these networks efficiently remains a challenge, primarily due to computational constraints, es…