Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models

Aniruddha Joshi, Supratik Chakraborty, S Akshay +3

Creating meaningful interpretations for black-box machine learning models involves balancing two often conflicting objectives: accuracy and explainability. Exploring the trade-off…