In this work, we examine Asymmetric Shapley Values (ASV), a variant of the popular SHAP additive local explanation method. ASV proposes a way to improve model explanations incorporating known causal ...

During the flight test of spacecraft, a large amount of telemetry data is generated in the measurement and control system, which contains the macro and micro changes of complex hardware and software ...

A new global initiative aims to catch flawed or manipulated medical studies before they mislead doctors, harm patients, or ...

The introduction of causal AI has opened a new chapter in PCB production. As part of a proof-of-concept project, the Siemens ...