25 citations · 26 across the 4 of their papers we have counts for
4 papers
On the causality-preservation capabilities of generative modelling
Yves-Cédric Bauwelinckx, Jan Dhaene, Tim Verdonck +1
Modeling lies at the core of both the financial and the insurance industry for a wide variety of tasks. The rise and development of machine learning and deep learning models have c…
Network control by a constrained external agent as a continuous optimization problem
Jannes Nys, Milan van den Heuvel, Koen Schoors +1
Social science studies dealing with control in networks typically resort to heuristics or describing the static control distribution. Optimal policies, however, require interventio…
Communication coordination in network controllability
Milan van den Heuvel, Jannes Nys
Better understanding our ability to control an interconnected system of entities has been one of the central challenges in network science. The theories of node and edge controllab…
Social Stability and Extended Social Balance - Quantifying the Role of Inactive Links in Social Networks
Andres M. Belaza, Jan Ryckebusch, Aaron Bramson +5
Structural balance in social network theory starts from signed networks with active relationships (friendly or hostile) to establish a hierarchy between four different types of tri…