6 citations · 6 across the 4 of their papers we have counts for
4 papers
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…
Inference of large scale relational state processes
Rūta Juozaitienė, Ernst C. Wit
Relational states refer to concepts such as friendship or collaboration, in which a relationship persists over a certain amount of time. Study of relational states often involves f…
Some statistical aspects of the Covid-19 response
Simon N. Wood, Ernst C. Wit, Paul M. McKeigue +4
This paper discusses some statistical aspects of the U.K. Covid-19 pandemic response, focussing particularly on cases where we believe that a statistically questionable approach or…
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…