Mitigating belief projection in explainable artificial intelligence via
Bayesian Teaching

Mitigating belief projection in explainable artificial intelligence via Bayesian Teaching

7 February 2021

Scott Cheng-Hsin Yang

Ravi B. Sojitra

Tomas Folke

Patrick Shafto

Papers citing "Mitigating belief projection in explainable artificial intelligence via Bayesian Teaching"

13 / 13 papers shown

Title
How explainable AI affects human performance: A systematic review of the behavioural consequences of saliency maps Romy Müller HAI 47 6 0 03 Apr 2024
On a Combinatorial Problem Arising in Machine Teaching Brigt Håvardstun Jan Kratochvíl Joakim Sunde Jan Arne Telle 11 4 0 07 Feb 2024
When Redundancy Matters: Machine Teaching of Representations Cèsar Ferri Darío Garigliotti Brigt Håvardstun Josè Hernández-Orallo Jan Arne Telle 19 3 0 23 Jan 2024
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise Yao Rong Peizhu Qian Vaibhav Unhelkar Enkelejda Kasneci 34 0 0 19 Dec 2023
Scaling Up Bayesian Neural Networks with Neural Networks Zahra Moslemi Yang Meng Shiwei Lan Babak Shahbaba BDL 22 1 0 19 Dec 2023
Towards Human-centered Explainable AI: A Survey of User Studies for Model Explanations Yao Rong Tobias Leemann Thai-trang Nguyen Lisa Fiedler Peizhu Qian Vaibhav Unhelkar Tina Seidel Gjergji Kasneci Enkelejda Kasneci ELM 39 92 0 20 Oct 2022
A Psychological Theory of Explainability Scott Cheng-Hsin Yang Tomas Folke Patrick Shafto XAI FAtt 61 16 0 17 May 2022
Explainable AI for Natural Adversarial Images Tomas Folke Zhaobin Li Ravi B. Sojitra Scott Cheng-Hsin Yang Patrick Shafto AAML FAtt 22 4 0 16 Jun 2021
Explainable AI for medical imaging: Explaining pneumothorax diagnoses with Bayesian Teaching Tomas Folke Scott Cheng-Hsin Yang S. Anderson Patrick Shafto 16 19 0 08 Jun 2021
Abstraction, Validation, and Generalization for Explainable Artificial Intelligence Scott Cheng-Hsin Yang Tomas Folke Patrick Shafto 21 5 0 16 May 2021
Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning Users Laurent Valentin Jospin Wray L. Buntine F. Boussaïd Hamid Laga Bennamoun OOD BDL UQCV 29 610 0 14 Jul 2020
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 889 0 11 Nov 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,696 0 28 Feb 2017