RMExplorer: A Visual Analytics Approach to Explore the Performance and
the Fairness of Disease Risk Models on Population Subgroups

RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups

14 September 2022

Mikhail Yurochkin

Deanna G. Brockman

Papers citing "RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups"

10 / 10 papers shown

Title
DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer A. Wentzel Serageldin Attia Xinhua Zhang G. Canahuate Clifton Fuller G. Marai 28 3 0 18 Jul 2024
CausalPrism: A Visual Analytics Approach for Subgroup-based Causal Heterogeneity Exploration Jiehui Zhou Xumeng Wang Kam-Kwai Wong Wei Zhang Xingyu Liu Juntian Zhang Minfeng Zhu Wei Chen CML 30 0 0 02 Jul 2024
Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration Bum Chul Kwon S. Friedman Kai Xu S. Lubitz Anthony Philippakis P. Batra P. Ellinor Kenney Ng 19 0 0 01 Dec 2023
ProtoExplorer: Interpretable Forensic Analysis of Deepfake Videos using Prototype Exploration and Refinement M. D. L. D. Bouter J. Pardo Z. Geradts M. Worring 13 10 0 20 Sep 2023
VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions Xian Teng Yongsu Ahn Y. Lin CML 17 4 0 26 Jul 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 24 17 0 15 Jul 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models Bum Chul Kwon Nandana Mihindukulasooriya VLM 20 5 0 26 May 2023
BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models Rafal Kocielnik Shrimai Prabhumoye Vivian Zhang Roy Jiang R. Alvarez Anima Anandkumar 30 6 0 14 Feb 2023
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation Bum Chul Kwon Jungsoo Lee Chaeyeon Chung Nyoungwoo Lee Ho-Jin Choi Jaegul Choo 34 10 0 14 Sep 2022
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019