Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence

2 February 2024

Papers citing "Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence"

3 / 3 papers shown

Title
Contrastive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making Skills Zana Buçinca S. Swaroop Amanda E. Paluch Finale Doshi-Velez Krzysztof Z. Gajos 45 2 0 05 Oct 2024
Visual Evaluative AI: A Hypothesis-Driven Tool with Concept-Based Explanations and Weight of Evidence Thao Le Tim Miller Ruihan Zhang L. Sonenberg Ronal Singh 29 0 0 13 May 2024
From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence David Alvarez-Melis Harmanpreet Kaur Hal Daumé Hanna M. Wallach Jennifer Wortman Vaughan FAtt 41 25 0 27 Apr 2021