21 citations · 44 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 21 cited
Explainability for fair machine learning
Tom Begley, Tobias Schwedes, Christopher Frye +1
As the decisions made or influenced by machine learning models increasingly impact our lives, it is crucial to detect, understand, and mitigate unfairness. But even simply determin…
cs.LG2020★ 12 cited
Shapley explainability on the data manifold
Christopher Frye, Damien de Mijolla, Tom Begley +3
Explainability in AI is crucial for model development, compliance with regulation, and providing operational nuance to predictions. The Shapley framework for explainability attribu…
math.AP2015★ 11 cited
On short time existence of Lagrangian mean curvature flow
Tom Begley, Kim Moore
We consider a short time existence problem motivated by a conjecture of Joyce. Specifically we prove that given any compact Lagrangian with a finite number…