19 citations · 27 across the 5 of their papers we have counts for
3 papers
cs.HC2022
Computational Empathy Counteracts the Negative Effects of Anger on Creative Problem Solving
Matthew Groh, Craig Ferguson, Robert Lewis +1
How does empathy influence creative problem solving? We introduce a computational empathy intervention based on context-specific affective mimicry and perspective taking by a virtu…
cs.CV2022
Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithm
Matthew Groh, Caleb Harris, Roxana Daneshjou +2
While artificial intelligence (AI) holds promise for supporting healthcare providers and improving the accuracy of medical diagnoses, a lack of transparency in the composition of d…
cs.LG2022★ 3 cited
Identifying the Context Shift between Test Benchmarks and Production Data
Matthew Groh
Machine learning models are often brittle on production data despite achieving high accuracy on benchmark datasets. Benchmark datasets have traditionally served dual purposes: firs…