While counterfactuals have been extensively studied as an intuitive explanation of model
predictions, they still have limited adoption in practice due to two obstacles:(a) They rely on …

eXplainable Artificial intelligence (XAI) has grown in popularity in recent years due to the
great demand for black-box machine learning models, particularly deep neural networks …

In a global context where competition authorities are investigating and sanctioning
Amazon's marketplace for practices of self-preferencing at the expense of their business …

The widespread emergence of phenomena of bias is certainly among the most adverse
impacts of new data-intensive sciences and technologies. The causes of such undesirable …

As progress in AI impacts all sectors of society, the world is destined to see increasingly
complex and numerous autonomous decision-making agents, which act upon their …