5 papers
The Equity Framework: Fairness Beyond Equalized Predictive Outcomes
Keziah Naggita, J. Ceasar Aguma
Machine Learning (ML) decision-making algorithms are now widely used in predictive decision-making, for example, to determine who to admit and give a loan. Their wide usage and con…
A Matching Mechanism for Provision of Housing to the Marginalized
J Ceasar Aguma
During this pandemic, there have been unprecedented community and local government efforts to slow down the spread of the coronavirus, and also to protect our local economies. One…
An upper bound on the Universality of the Quantum Approximate Optimization Algorithm
J Ceasar Aguma
Using lie algebra, this brief text provides an upper bound on the universality of QAOA. That is, we prove that the upper bound for the number of alterations of QAOA required to app…
A Matching Mechanism with Anticipatory Tolls for Congestion Pricing
J Ceasar Aguma, Amelia C. Regan
This paper presents a matching mechanism for assigning drivers to routes where the drivers pay a toll for the marginal delay they impose on other drivers. The simple matching mecha…
Introduction of a Hybrid Monitor to Cyber-Physical Systems
J Ceasar Aguma, Bruce McMillin, Amelia Regan
Computing and technology have vastly changed since the introduction of firewall technology in 1988. The internet has grown from a simple network of networks to a cyber and physical…