Improving human-AI partnerships in child welfare: understanding worker practices, challenges, and desires for algorithmic decision support A Kawakami, V Sivaraman, HF Cheng, L Stapleton, Y Cheng, D Qing, ... Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 110 | 2022 |
Ignore, trust, or negotiate: understanding clinician acceptance of AI-based treatment recommendations in health care V Sivaraman, LA Bukowski, J Levin, JM Kahn, A Perer Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 79 | 2023 |
How child welfare workers reduce racial disparities in algorithmic decisions HF Cheng, L Stapleton, A Kawakami, V Sivaraman, Y Cheng, D Qing, ... Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022 | 73 | 2022 |
“Why Do I Care What’s Similar?” Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts A Kawakami, V Sivaraman, L Stapleton, HF Cheng, A Perer, ZS Wu, ... Proceedings of the 2022 ACM Designing Interactive Systems Conference, 454-470, 2022 | 41 | 2022 |
Native proline-rich motifs exploit sequence context to target actin-remodeling Ena/VASP protein ENAH T Hwang, SS Parker, SM Hill, RA Grant, MW Ilunga, V Sivaraman, ... Elife 11, e70680, 2022 | 25 | 2022 |
Simplified audio production in asynchronous voice-based discussions V Sivaraman, D Yoon, P Mitros Proceedings of the 2016 CHI conference on human factors in computing systems …, 2016 | 23 | 2016 |
Emblaze: Illuminating machine learning representations through interactive comparison of embedding spaces V Sivaraman, Y Wu, A Perer Proceedings of the 27th International Conference on Intelligent User …, 2022 | 21 | 2022 |
Tertiary motifs as building blocks for the design of protein‐binding peptides S Swanson, V Sivaraman, G Grigoryan, AE Keating Protein Science 31 (6), e4322, 2022 | 13 | 2022 |
Pulse of the pandemic: Iterative topic filtering for clinical information extraction from social media J Wu, V Sivaraman, D Kumar, JM Banda, D Sontag Journal of Biomedical Informatics 120, 103844, 2021 | 10 | 2021 |
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit N Yildirim, S Zlotnikov, D Sayar, JM Kahn, LA Bukowski, SS Amin, ... Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-18, 2024 | 6 | 2024 |
TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora D Newman-Griffis, V Sivaraman, A Perer, E Fosler-Lussier, H Hochheiser Proceedings of the conference. Association for Computational Linguistics …, 2021 | 4 | 2021 |
Extended Analysis of" How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions" L Stapleton, HF Cheng, A Kawakami, V Sivaraman, Y Cheng, D Qing, ... arXiv preprint arXiv:2204.13872, 2022 | 2 | 2022 |
Counterpoint: Orchestrating Large-Scale Custom Animated Visualizations V Sivaraman, F Elavsky, D Moritz, A Perer 2024 IEEE Visualization and Visual Analytics (VIS), 16-20, 2024 | | 2024 |
Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments A Boggust, V Sivaraman, Y Assogba, D Ren, D Moritz, F Hohman IEEE Transactions on Visualization and Computer Graphics, 2024 | | 2024 |
How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models U Park, V Sivaraman, A Perer arXiv preprint arXiv:2404.07148, 2024 | | 2024 |
Proline-rich motifs exploit sequence context to target actin remodeling Ena/VASP proteins T Hwang, S Parker, S Hill, M Ilunga, R Grant, V Sivaraman, G Mouneimne, ... PROTEIN SCIENCE 30, 34-34, 2021 | | 2021 |
VIS 2024 V Sivaraman, F Elavsky | | |