EXMOS: Explanatory Model Steering Through Multifaceted Explanations and
Data Configurations

EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations

1 February 2024

Aditya Bhattacharya

Papers citing "EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations"

9 / 9 papers shown

Title
Exploring the Impact of Explainable AI and Cognitive Capabilities on Users' Decisions Federico Maria Cau Lucio Davide Spano 28 0 0 02 May 2025
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 54 0 0 14 Apr 2025
An Explanatory Model Steering System for Collaboration between Domain Experts and AI Aditya Bhattacharya Simone Stumpf K. Verbert 26 4 0 17 May 2024
Representation Debiasing of Generated Data Involving Domain Experts Aditya Bhattacharya Simone Stumpf K. Verbert 34 2 0 17 May 2024
Towards Directive Explanations: Crafting Explainable AI Systems for Actionable Human-AI Interactions Aditya Bhattacharya 13 4 0 29 Dec 2023
Lessons Learned from EXMOS User Studies: A Technical Report Summarizing Key Takeaways from User Studies Conducted to Evaluate The EXMOS Platform Aditya Bhattacharya Simone Stumpf Lucija Gosak Gregor Stiglic K. Verbert 19 6 0 03 Oct 2023
DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction Zhijie Wang Yuheng Huang D. Song Lei Ma Tianyi Zhang HAI 51 5 0 02 Mar 2023
A Nested Genetic Algorithm for Explaining Classification Data Sets with Decision Rules P. Matt Rosina Ziegler Danilo Brajovic Marco Roth Marco F. Huber 19 2 0 23 Aug 2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values Zijie J. Wang Alex Kale Harsha Nori P. Stella M. Nunnally Duen Horng Chau Mihaela Vorvoreanu J. W. Vaughan R. Caruana KELM 54 27 0 30 Jun 2022