An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models

Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan +3

The use of sophisticated machine learning models for critical decision making is faced with a challenge that these models are often applied as a "black-box". This has led to an inc…