GDPR and the Paradox of Interpretability
Summary: GDPR carries many new data and privacy requirements including a “right to explanation”. On the surface this appears to be similar to US rules for regulated industries. We examine why this is actually a penalty and not a benefit for the individual and offer some insight into the actual wording of the GDPR regulation which also offers some relief.
Subject Matter Expert @ Guidehouse | Machine Learning Operations
6 年Good article. I've been wondering if deep learning has a certain analog to the human 'gut feeling' that would allow it to bypass the increasing demands (of varying enforceable degrees) for a right to explanation. Also, fascinated by this idea of "Model Evaluation Groups'. Any tips as to which enterprises are establishing these (in addition to Genpact)?