Machine learning plays a role in many deployed decision systems, often in ways that are
difficult or impossible to understand by human stakeholders. Explaining, in a human …

The growing number of applications of machine learning and data mining in many domains—
from agriculture to business, education, industrial manufacturing, and medicine—gave rise …

Transparency is the currency of trust. It offers clarity and certainty. This is essential when
dealing with intelligent systems which are increasingly making impactful decisions. Such …

It is conventionally argued that because an artificially-intelligent (AI) system acts
autonomously, its makers cannot easily be held liable should the system's actions harm …

With the rising use of Artificial Intelligence (AI) and Machine Learning (ML) methods, there
comes an increasing need to understand how automated systems make decisions …