39 citations · 140 across the 17 of their papers we have counts for
4 papers · 1 filter
ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data
Xin Qian, Ryan A. Rossi, Fan Du +5
Visualization recommendation seeks to generate, score, and recommend to users useful visualizations automatically, and are fundamentally important for exploring and gaining insight…
A Visual Analytics Approach for Exploratory Causal Analysis: Exploration, Validation, and Applications
Xiao Xie, Fan Du, Yingcai Wu
Using causal relations to guide decision making has become an essential analytical task across various domains, from marketing and medicine to education and social science. While p…
The Impact of Presentation Style on Human-In-The-Loop Detection of Algorithmic Bias
Po-Ming Law, Sana Malik, Fan Du +1
While decision makers have begun to employ machine learning, machine learning models may make predictions that bias against certain demographic groups. Semi-automated bias detectio…
Designing Tools for Semi-Automated Detection of Machine Learning Biases: An Interview Study
Po-Ming Law, Sana Malik, Fan Du +1
Machine learning models often make predictions that bias against certain subgroups of input data. When undetected, machine learning biases can constitute significant financial and…