44 citations · 98 across the 10 of their papers we have counts for
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cs.CL2022★ 7 cited
Using Large Language Models to Generate Engaging Captions for Data Visualizations
Ashley Liew, Klaus Mueller
Creating compelling captions for data visualizations has been a longstanding challenge. Visualization researchers are typically untrained in journalistic reporting and hence the ca…
cs.LG2022★ 9 cited
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias
Bhavya Ghai, Klaus Mueller
With the rise of AI, algorithms have become better at learning underlying patterns from the training data including ingrained social biases based on gender, race, etc. Deployment o…
cs.LG2022★ 1 cited
Cascaded Debiasing: Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions
Bhavya Ghai, Mihir Mishra, Klaus Mueller
Understanding the cumulative effect of multiple fairness enhancing interventions at different stages of the machine learning (ML) pipeline is a critical and underexplored facet of…