{"id":39,"count":2,"description":"Recent data mining and machine learning models are often considered black-boxes, as the process that led to certain output is undisclosed. The group puts effort into developing novel techniques to unveil the \u201creasoning\u201d behind the models\u2019 decisions for both structured (tables, records, tabular data) and unstructured (images, texts) data.","link":"https:\/\/dbdmg.polito.it\/dbdmg_web\/category\/research\/explainability-fairness-bias\/","name":"Explainability Fairness Bias","slug":"explainability-fairness-bias","taxonomy":"category","parent":22,"meta":[],"_links":{"self":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/categories\/39","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/categories"}],"about":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/taxonomies\/category"}],"up":[{"embeddable":true,"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/categories\/22"}],"wp:post_type":[{"href":"https:\/\/dbdmg.polito.it\/dbdmg_web\/wp-json\/wp\/v2\/posts?categories=39"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}