“Self-explaining AI as an alternative to interpretable AI”

The ability to explain decisions made by AI systems is highly sought after,
especially in domains where human lives are at stake such as medicine or
autonomous vehicles. While it is always possible to approximate the
input-output relations of deep neural … Read more