Ethics & Safety Intermediate
participation bias
Synonym for non-response bias.
Plain English Explanation
Synonym for non-response bias. See selection bias.
How is it used?
Practitioners refer to participation bias when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.