30 citations · 64 across the 5 of their papers we have counts for
5 papers
An Interpretable Graph-based Mapping of Trustworthy Machine Learning Research
Noemi Derzsy, Subhabrata Majumdar, Rajat Malik
There is an increasing interest in ensuring machine learning (ML) frameworks behave in a socially responsible manner and are deemed trustworthy. Although considerable progress has…
Scaling in Income Inequalities and its Dynamical Origin
Zoltan Neda, Istvan Gere, Tamas S. Biro +2
We provide an analytically treatable model that describes in a unified manner income distribution for all income categories. The approach is based on a master equation with growth…
Evolution of the Global Risk Network Mean-Field Stability Point
Xiang Niu, Alaa Moussawi, Noemi Derzsy +3
With a steadily growing human population and rapid advancements in technology, the global human network is increasing in size and connection density. This growth exacerbates networ…
Limits of Predictability of Cascading Overload Failures in Spatially-Embedded Networks with Distributed Flows
Alaa Moussawi, Noemi Derzsy, Xin Lin +2
Cascading failures are a critical vulnerability of complex information or infrastructure networks. Here we investigate the properties of load-based cascading failures in real and s…
Building Damage-Resilient Dominating Sets in Complex Networks against Random and Targeted Attacks
F. Molnar, N. Derzsy, B. K. Szymanski +1
We study the vulnerability of dominating sets against random and targeted node removals in complex networks. While small, cost-efficient dominating sets play a significant role in…