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08/24/2023
EVM: Incorporating Model Checking into Exploratory Visual Analysis
Visual analytics (VA) tools support data exploration by helping analysts...
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08/15/2023
REFORMS: Reporting Standards for Machine Learning Based Science
Machine learning (ML) methods are proliferating in scientific research. ...
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08/10/2023
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research
Visualization for machine learning (VIS4ML) research aims to help expert...
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08/09/2023
Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization
Designing responsive visualizations for various screen types can be tedi...
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04/07/2023
The Rational Agent Benchmark for Data Visualization
Understanding how helpful a visualization is from experimental results i...
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02/24/2023
Causal quartets: Different ways to attain the same average treatment effect
The average causal effect can often be best understood in the context of...
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02/09/2023
MetaExplorer: Facilitating Reasoning with Epistemic Uncertainty in Meta-analysis
Scientists often use meta-analysis to characterize the impact of an inte...
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03/15/2022
Cicero: A Declarative Grammar for Responsive Visualization
Designing responsive visualizations can be cast as applying transformati...
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03/12/2022
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning
Recent concerns that machine learning (ML) may be facing a reproducibili...
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01/16/2022
Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases
Organizations often collect private data and release aggregate statistic...
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08/22/2021
Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)
Probabilistic graphs are challenging to visualize using the traditional ...
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08/10/2021
Visualization Equilibrium
In many real-world strategic settings, people use information displays t...
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07/28/2021
Causal Support: Modeling Causal Inferences with Visualizations
Analysts often make visual causal inferences about possible data-generat...
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07/16/2021
An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization
Authors often transform a large screen visualization for smaller display...
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05/11/2021
Unpacking the Expressed Consequences of AI Research in Broader Impact Statements
The computer science research community and the broader public have beco...
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04/15/2021
Design Patterns and Trade-Offs in Responsive Visualization for Communication
Increased access to mobile devices motivates the need to design communic...
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04/05/2021
To design interfaces for exploratory data analysis, we need theories of graphical inference
Research and development in computer science and statistics have produce...
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11/26/2020
Anticipatory Ethics and the Role of Uncertainty
Making conjectures about future consequences of a technology is an exerc...
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08/01/2020
Bayesian-Assisted Inference from Visualized Data
A Bayesian view of data interpretation suggests that a visualization use...
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07/28/2020
Visual Reasoning Strategies and Satisficing: How Uncertainty Visualization Design Impacts Effect Size Judgments and Decisions
Uncertainty visualizations often emphasize point estimates to support ma...
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04/23/2020
Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs
As the use of machine learning (ML) models in product development and da...
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08/05/2019
Why Authors Don't Visualize Uncertainty
Clear presentation of uncertainty is an exception rather than rule in me...
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08/01/2019
Illusion of Causality in Visualized Data
Students who eat breakfast more frequently tend to have a higher grade p...
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01/09/2019
Decision-Making Under Uncertainty in Research Synthesis: Designing for the Garden of Forking Paths
To make evidence-based recommendations to decision-makers, researchers c...
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01/09/2019