17 citations · 27 across the 3 of their papers we have counts for
3 papers
cs.CY2023★ 1 cited
Towards Fair and Explainable AI using a Human-Centered AI Approach
Bhavya Ghai
The rise of machine learning (ML) is accompanied by several high-profile cases that have stressed the need for fairness, accountability, explainability and trust in ML systems. The…
cs.HC2022★ 17 cited
DramatVis Personae: Visual Text Analytics for Identifying Social Biases in Creative Writing
Md Naimul Hoque, Bhavya Ghai, Niklas Elmqvist
Implicit biases and stereotypes are often pervasive in different forms of creative writing such as novels, screenplays, and children's books. To understand the kind of biases write…
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…