M. Mikheyenkova

Formalized Heuristics for Revealing Causal Relationships to Support Trust in Intelligent Systems

The effectiveness of modern high-performance AI applications in a number of critical areas – medicine, security, transportation, etc. – is limited by the inability to explain the results of their work. The lack of explanation in decision-making undermines users' trust in digital products and services. One of the fruitf...