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Hullman, Jessica

  1. Why Authors Don't Visualize Uncertainty
    2019/08/05 by Hullman, Jessica · 10 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  2. Causal quartets: Different ways to attain the same average treatment effect
    2023/02/24 by Andrew Gelman, Gelman, Andrew, Jessica Hullman +3 · 2 voices · 3 citations
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #stat.AP #stat.ME
  3. Automating the Practice of Science -- Opportunities, Challenges, and Implications
    2024/08/27 by Sebastian Musslick, Laura Bartlett, Musslick, Sebastian +24 · 12 citations
    Medicine · #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Physical sciences #Health and Medical Research Impacts #Physics and Society (physics.soc-ph)
  4. A Decision Theoretic Framework for Measuring AI Reliance
    2024/01/27 by Ziyang Guo, Guo, Ziyang, Yifan Wu +6 · 1 voice · 7 citations
    Computer Science · #Anomaly Detection Techniques and Applications #cs.AI #cs.HC
  5. Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases
    2022/01/16 by Priyanka Nanayakkara, Nanayakkara, Priyanka, Johes Bater +7 · 6 citations
    Computer Science · Decision Sciences · #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
  6. Dupo: A Mixed-Initiative Authoring Tool for Responsive Visualization
    2023/08/09 by Kim, Hyeok, Rossi, Ryan, Hullman, Jessica +1 · 6 citations
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  7. How to Distinguish AI-Generated Images from Authentic Photographs
    2024/06/12 by Negar Kamali, Karyn Nakamura, Kamali, Negar +7 · 3 voices · 4 citations
    Computer Science · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #cs.AI #cs.CV #cs.HC
  8. To design interfaces for exploratory data analysis, we need theories of\n graphical inference
    2021/04/05 by Jessica Hullman, Hullman, Jessica, Andrew Gelman +1 · 3 citations
    Computer Science · Mathematics · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #Statistics Education and Methodologies
  9. Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
    2024/01/16 by Dongping Zhang, Zhang, Dongping, Angelos Chatzimparmpas +5 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  10. The Rational Agent Benchmark for Data Visualization
    2023/04/07 by Yifan Wu, Ziyang Guo, Wu, Yifan +7 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  11. REFORMS: Reporting Standards for Machine Learning Based Science
    2023/08/15 by Sayash Kapoor, Kapoor, Sayash, Emily Cantrell +35 · 1 voice · 3 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #cs.AI #cs.LG #stat.ME
  12. Illusion of Causality in Visualized Data
    2019/08/01 by Cindy Xiong, Xiong, Cindy, Joel Shapiro +5 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  13. Bayesian-Assisted Inference from Visualized Data
    2020/08/01 by Yea‐Seul Kim, Paula Kayongo, Kim, Yea-Seul +5 · 2 citations
    Computer Science · Environmental Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Methodology (stat.ME) #Species Distribution and Climate Change
  14. Conformal Prediction and Human Decision Making
    2025/03/12 by Jessica Hullman, Yifan Wu, Hullman, Jessica +7 · 1 voice · 6 citations
    Computer Science · Mathematics · #cs.LG #cs.AI #stat.ML
  15. Pre-registration for Predictive Modeling
    2023/11/30 by Jake M. Hofman, Hofman, Jake M., Angelos Chatzimparmpas +7 · 3 citations
    Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Machine Learning in Materials Science #Methodology (stat.ME)
  16. Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)
    2021/08/22 by Dongping Zhang, Eytan Adar, Zhang, Dongping +3 · 2 citations
    Computer Science · Physics and Astronomy · Psychology · #68R10 (Primary) 05C15 #91E30 (Secondary) #Complex Network Analysis Techniques #Data Visualization and Analytics #E.1 #FOS: Computer and information sciences #H.5.0 #Human-Computer Interaction (cs.HC) #I.3.3 #I.4.0 #J.4 #Mental Health Research Topics #Social and Information Networks (cs.SI)
  17. An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization
    2021/07/16 by Hyeok Kim, Ryan A. Rossi, Kim, Hyeok +7 · 2 citations
    Computer Science · #Data Visualization and Analytics #Constraint Satisfaction and Optimization #Data Management and Algorithms
  18. VMC: A Grammar for Visualizing Statistical Model Checks
    2024/08/29 by Ziyang Guo, Alex Kale, Guo, Ziyang +5 · 1 voice · 2 citations
    Computer Science · Decision Sciences · #Simulation Techniques and Applications #cs.HC
  19. A Computational Method for Measuring "Open Codes" in Qualitative Analysis
    2024/11/19 by Chen, John, Lotsos, Alexandros, Cheng, Sihan +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  20. Decision-Making Under Uncertainty in Research Synthesis: Designing for\n the Garden of Forking Paths
    2019/01/09 by Alex Kale, Kale, Alex, Matthew Kay +3 · 1 citation
    Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data and Business Intelligence #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Meta-analysis and systematic reviews
  21. Measuring Free-Form Decision-Making Inconsistency of Language Models in Military Crisis Simulations
    2024/10/17 by Aryan Shrivastava, Shrivastava, Aryan, Jessica Hullman +3 · 4 citations
    Computer Science · #Software Engineering Research #Topic Modeling #Software Engineering Techniques and Practices
  22. Underspecified Human Decision Experiments Considered Harmful
    2024/01/25 by Hullman, Jessica, Kale, Alex, Hartline, Jason · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  23. Explaining and Improving Information Complementarities in Multi-Agent Decision-making
    2025/02/10 by Ziyang Guo, Guo, Ziyang, Yifan Wu +5 · 4 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Causal Support: Modeling Causal Inferences with Visualizations
    2021/07/28 by Kale, Alex, Wu, Yifan, Hullman, Jessica · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  25. Characterizing Photorealism and Artifacts in Diffusion Model-Generated Images
    2025/02/17 by Negar Kamali, Karyn Nakamura, Kamali, Negar +9 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  26. A Conceptual Framework for Ethical Evaluation of Machine Learning Systems
    2024/08/05 by Neha R. Gupta, Jessica Hullman, Gupta, Neha R. +3 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  27. Artificial Intelligence and Aesthetic Judgment
    2023/08/21 by Jessica Hullman, Ari Holtzman, Hullman, Jessica +3 · 1 citation
    Neuroscience · Computer Science · #Aesthetic Perception and Analysis #Generative Adversarial Networks and Image Synthesis
  28. Anticipatory Ethics and the Role of Uncertainty
    2020/11/26 by Priyanka Nanayakkara, Nicholas Diakopoulos, Nanayakkara, Priyanka +3 · 1 citation
    Arts and Humanities · Neuroscience · Social Sciences · #Computers and Society (cs.CY) #Epistemology, Ethics, and Metaphysics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Psychology of Moral and Emotional Judgment
  29. Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research
    2023/08/10 by Subramonyam, Hariharan, Hullman, Jessica · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  30. EVM: Incorporating Model Checking into Exploratory Visual Analysis
    2023/08/24 by Alex Kale, Kale, Alex, Ziyang Guo +7 · 1 citation
    Computer Science · Mathematics · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Statistics Education and Methodologies
  31. Explanations are a Means to an End: Decision Theoretic Explanation Evaluation
    2025/06/28 by Ziyang Guo, Berk Ustun, Hullman, Jessica +3 · 2 voices · 1 citation
    Computer Science · Mathematics · Neuroscience · #Adversarial Robustness in Machine Learning #Embodied and Extended Cognition #Explainable Artificial Intelligence (XAI) #cs.AI #stat.ML
  32. Designing Shared Information Displays for Agents of Varying Strategic Sophistication
    2023/10/16 by Dongping Zhang, Zhang, Dongping, Jason D. Hartline +4 · 1 voice · 1 citation
    Computer Science · Decision Sciences · #Computer Science and Game Theory (cs.GT) #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Forecasting Techniques and Applications #Human-Computer Interaction (cs.HC) #Innovation Diffusion and Forecasting #cs.GT #cs.HC
  33. Visual Reasoning Strategies for Effect Size Judgments and Decisions
    2020/07/28 by Alex Kale, Matthew Kay, Kale, Alex +3 · 2 voices
    Computer Science · #cs.HC