Satyanarayan, Arvind

Vega-Lite: A Grammar of Interactive Graphics

Satyanarayan, A., Moritz, D., Wongsuphasawat, K., & Heer, J. (2017) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsComputer Graphics and Visualization Techniques

Cited by 883

The Building Blocks of Interpretability

Olah, C., Satyanarayan, A., Johnson, I., Carter, S., Schubert, L., Ye, K., & Mordvintsev, A. (2018) · Distill

Explainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning

Cited by 591

Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content

Lundgard, A., & Satyanarayan, A. (2022) · IEEE Transactions on Visualization and Computer Graphics

Data Visualization and AnalyticsDigital Accessibility for Disabilities

Cited by 155

Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs

Suresh, H., Gomez, S. R., Nam, K. K., & Satyanarayan, A. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 117

Assessing the Impact of Automated Suggestions on Decision Making: Domain Experts Mediate Model Errors but Take Less Initiative

Levy, A., Agrawal, M., Satyanarayan, A., & Sontag, D. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 73

VisText: A Benchmark for Semantically Rich Chart Captioning

Tang, B. J., Boggust, A., & Satyanarayan, A. (2023) · arXiv

Multimodal Machine Learning ApplicationsData Visualization and Analytics

Cited by 57

Visual Debugging Techniques for Reactive Data Visualization

Hoffswell, J., Satyanarayan, A., & Heer, J. (2016) · Computer Graphics Forum

Data Visualization and AnalyticsComputer Graphics and Visualization Techniques

Cited by 24

Teaching Humans When to Defer to a Classifier via Exemplars

Mozannar, H., Satyanarayan, A., & Sontag, D. (2022) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 5