1 citations · 1 across the 9 of their papers we have counts for
6 papers · 1 filter
Detection of Undeclared EV Charging Events in a Green Energy Certification Scheme
Luca Domenico Loiacono, Anthony Quinn, Emanuele Crisostomi +1
The green potential of electric vehicles (EVs) can be fully realized only if their batteries are charged using energy generated from renewable (i.e. green) sources. For logistic or…
On Optimal Battery Sizing for Electric Vehicles
Felix Wieberneit, Emanuele Crisostomi, Anthony Quinn +3
In this paper, we introduce a quantitative framework to optimize electric vehicle (EV) battery capacities, considering two criteria: upfront vehicle cost and charging inconvenience…
Overcoming Representation Bias in Fairness-Aware data Repair using Optimal Transport
Abigail Langbridge, Anthony Quinn, Robert Shorten
Optimal transport (OT) has an important role in transforming data distributions in a manner which engenders fairness. Typically, the OT operators are learnt from the unfair attribu…
Randomized Transport Plans via Hierarchical Fully Probabilistic Design
Sarah Boufelja Y., Anthony Quinn, Robert Shorten
An optimal randomized strategy for design of balanced, normalized mass transport plans is developed. It replaces -- but specializes to -- the deterministic, regularized optimal tra…
Algorithms for constrained optimal transport
Martin Corless, Anthony Quinn, Sarah Boufelja +1
We derive iterative scaling algorithms of the Sinkhorn-Knopp (SK) type for constrained optimal transport. The constraints are in the form of prior-imposed zeroes in the transport p…
Optimal Transport for Fairness: Archival Data Repair using Small Research Data Sets
Abigail Langbridge, Anthony Quinn, Robert Shorten
With the advent of the AI Act and other regulations, there is now an urgent need for algorithms that repair unfairness in training data. In this paper, we define fairness in terms…