15 citations · 36 across the 10 of their papers we have counts for
4 papers · 1 filter
CartoVec: General-Purpose Location Embeddings from Open Map Data
Furkan Gursoy
Geographic coordinates are common inputs in applied machine learning, but latitude and longitude describe position rather than the surrounding environment. Image-grounded location…
Equal Confusion Fairness: Measuring Group-Based Disparities in Automated Decision Systems
Furkan Gursoy, Ioannis A. Kakadiaris
As artificial intelligence plays an increasingly substantial role in decisions affecting humans and society, the accountability of automated decision systems has been receiving inc…
Error Parity Fairness: Testing for Group Fairness in Regression Tasks
Furkan Gursoy, Ioannis A. Kakadiaris
The applications of Artificial Intelligence (AI) surround decisions on increasingly many aspects of human lives. Society responds by imposing legal and social expectations for the…
Alignment and stability of embeddings: measurement and inference improvement
Furkan Gürsoy, Mounir Haddad, Cécile Bothorel
Representation learning (RL) methods learn objects' latent embeddings where information is preserved by distances. Since distances are invariant to certain linear transformations,…