{"id":483068,"date":"2026-05-21T04:55:00","date_gmt":"2026-05-21T04:55:00","guid":{"rendered":"https:\/\/livelycity.com\/switzerland\/the-clever-hans-mirage-a-comprehensive-survey-on-spurious\/"},"modified":"2026-05-21T04:55:00","modified_gmt":"2026-05-21T04:55:00","slug":"the-clever-hans-mirage-a-comprehensive-survey-on-spurious","status":"publish","type":"post","link":"https:\/\/livelycity.com\/switzerland\/the-clever-hans-mirage-a-comprehensive-survey-on-spurious\/","title":{"rendered":"The Clever Hans Mirage: A Comprehensive Survey on Spurious&#8230;"},"content":{"rendered":"<p>This survey on spurious correlations uses the Clever Hans metaphor to motivate the problem, formalizes a group-based setup g=(y,a) with core metrics (worst-group, average-group, bias-conflicting), and explains why models latch onto shortcuts (simplicity bias, training dynamics).<\/p>\n<p><a href=\"https:\/\/openreview.net\/forum?id=kIuqPmS1b1\" target=\"_blank\" class=\"\">https:\/\/openreview.net\/forum?id=kIuqPmS1b1<\/a>\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This survey on spurious correlations uses the Clever Hans metaphor to motivate the problem, formalizes a group-based setup g=(y,a) with core metrics (worst-group, average-group, bias-conflicting),&#8230;<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[13],"tags":[],"class_list":["post-483068","post","type-post","status-publish","format-standard","hentry","category-kunsthaus-zurich-en","wpcat-13-id"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/posts\/483068","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/comments?post=483068"}],"version-history":[{"count":0,"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/posts\/483068\/revisions"}],"wp:attachment":[{"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/media?parent=483068"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/categories?post=483068"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/livelycity.com\/switzerland\/wp-json\/wp\/v2\/tags?post=483068"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}