Greta Warren

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Cognitive Process

User Intervention

Causal Explanation

Top Venues

ICCBR Doctoral Consortium

Publications

Greta Warren, Eoin Delaney, Christophe Guéret, Mark T. Keane
Explaining Multiple Instances Counterfactually:User Tests of Group-Counterfactuals for XAI. ICCBR (2024)
Greta Warren, Ruth M. J. Byrne, Mark T. Keane
Categorical and Continuous Features in Counterfactual Explanations of AI Systems. IUI (2023)
Greta Warren, Mark T. Keane, Christophe Guéret, Eoin Delaney
Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals. CoRR (2023)
Greta Warren, Mark T. Keane, Ruth M. J. Byrne
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI. CAKR@IJCAI (2022)
Greta Warren
Counterfactual Explanations for eXplainable AI (XAI). ICCBR Doctoral Consortium (2022)
Greta Warren, Mark T. Keane, Ruth M. J. Byrne
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI. CoRR (2022)
Greta Warren, Barry Smyth, Mark T. Keane
"Better" Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI). ICCBR (2022)
Jörg Cassens, Lorenz Habenicht, Julian Blohm, Rebekah Wegener, Joanna Korman, Sangeet Khemlani, Giorgio Gronchi, Ruth M. J. Byrne, Greta Warren, Molly S. Quinn, Mark T. Keane
Explanation in Human Thinking. CogSci (2021)