no code implementations • 10 Apr 2024 • Jessica Y. Bo, Pan Hao, Brian Y. Lim
Focusing on linear factor explanations (factors $\times$ values = outcome), we introduce Incremental XAI to automatically partition explanations for general and atypical instances by providing Base + Incremental factors to help users read and remember more faithful explanations.