Using Counterfactuals to Improve Causal Inferences from Visualizations

16 January 2024

Papers citing "Using Counterfactuals to Improve Causal Inferences from Visualizations"

5 / 5 papers shown

Title
Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis Arran Zeyu Wang D. Borland David Gotz CML 46 2 0 28 Aug 2024
Visual Analysis of Multi-outcome Causal Graphs Mengjie Fan Jinlu Yu Daniel Weiskopf Nan Cao Huai-Yu Wang Liang Zhou CML 48 1 0 31 Jul 2024
An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference Arran Zeyu Wang D. Borland David Gotz CML 46 11 0 16 Jan 2024
Outcome-Explorer: A Causality Guided Interactive Visual Interface for Interpretable Algorithmic Decision Making Md. Naimul Hoque Klaus Mueller CML 56 30 0 03 Jan 2021
ViCE: Visual Counterfactual Explanations for Machine Learning Models Oscar Gomez Steffen Holter Jun Yuan E. Bertini AAML 59 93 0 05 Mar 2020