8 citations · 9 across the 4 of their papers we have counts for
5 papers
Data Management for Causal Algorithmic Fairness
Babak Salimi, Bill Howe, Dan Suciu
Fairness is increasingly recognized as a critical component of machine learning systems. However, it is the underlying data on which these systems are trained that often reflects d…
Delineating Knowledge Domains in the Scientific Literature Using Visual Information
Sean Yang, Po-shen Lee, Jevin D. West +1
Figures are an important channel for scientific communication, used to express complex ideas, models and data in ways that words cannot. However, this visual information is mostly…
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems
An Yan, Bill Howe
Emerging transportation modes, including car-sharing, bike-sharing, and ride-hailing, are transforming urban mobility but have been shown to reinforce socioeconomic inequities. Spa…
In Defense of Synthetic Data
Luke Rodriguez, Bill Howe
Synthetic datasets have long been thought of as second-rate, to be used only when "real" data collected directly from the real world is unavailable. But this perspective assumes th…
Viziometrics: Analyzing Visual Information in the Scientific Literature
Po-shen Lee, Jevin D. West, Bill Howe
Scientific results are communicated visually in the literature through diagrams, visualizations, and photographs. These information-dense objects have been largely ignored in bibli…