Midwest Uncertainty Collective

What's Driving Conflicts Around Differential Privacy for the US Census

Priyanka Nanayakkara, Jessica Hullman IEEE Security & Privacy Magazine | PDF

The Risks of Ranking: Revisiting Graphical Perception to Model Individual Differences in Visualization Performance

Russell Davis, Xiaoying Pu, Yiren Ding, Brian D. Hall, Karen Bonilla, Mi Feng, Matthew Kay, Lane Harrison IEEE Transactions on Visualization and Computer Graphics | PDF | Supplementary Material

Evaluating the Use of Uncertainty Visualisations forImputations of Data Missing At Random in Scatterplots

Abhraneel Sarma, Shunan Guo, Jane Hoffswell, Ryan Rossi, Fan Du, Eunyee Koh, and Matthew Kay IEEE Trans. Visualization & Comp. Graphics (Proc. INFOVIS) 2022 | PDF | Supplementary Material

The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning

Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES '22) | PDF

Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews

David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES '22) | PDF

A Survey of Tasks and Visualizations in Multiverse Analysis Reports

Brian D. Hall, Yang Liu, Yvonne Jansen, Pierre Dragicevic, Fanny Chevalier, Matthew Kay Computer Graphics Forum | PDF

Cicero: A Declarative Grammar for Responsive Visualization

Hyeok Kim, Ryan Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell ACM Human Factors in Computing Systems (CHI) 2022 | PDF | Supplementary Material | Gallery

Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases

Priyanka Nanayakkara, Johes Bater, Xi He, Jessica Hullman, and Jennie Rogers Proceedings on Privacy Enhancing Technologies 2022 | PDF

Designing for interactive exploratory data analysis requires theories of graphical inference

Jessica Hullman and Andrew Gelman Harvard Data Science Review 2021 | PDF | Open Access

Visualization Equilibrium

Paula Kayongo, Glenn Sun, Jason Hartline, Jessica Hullman IEEE Trans. Visualization & Comp. Graphics (Proc. INFOVIS) 2021 | PDF