11 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 11 cited
Setting the Right Expectations: Algorithmic Recourse Over Time
Joao Fonseca, Andrew Bell, Carlo Abrate +2
Algorithmic systems are often called upon to assist in high-stakes decision making. In light of this, algorithmic recourse, the principle wherein individuals should be able to take…
cs.LG2022★ 7 cited
Research Trends and Applications of Data Augmentation Algorithms
Joao Fonseca, Fernando Bacao
In the Machine Learning research community, there is a consensus regarding the relationship between model complexity and the required amount of data and computation power. In real…