2 papers
math.OC2026
Sinkhorn-Knopp balancing with generalised martingale-type constraints
Abigail Langbridge, Martin Corless, Robert Shorten
We consider the problem of optimally distributing resources from a set of suppliers to a set of consumers in the presence of general transportation constraints, and including heter…
cs.LG2024
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…