guidebook_event: 28625812
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28625812 | 191394 | Suspicion machine: Expose algorithmic bias in welfare fraud detection | <p>With the training data, the code and the final model file for an AI system designed to flag people within the Rotterdam welfare system for potential fraud, we have had an unprecedented opportunity to prove how one of these systems turn people’s vulnerabilities against them. We’ll take you through the algorithm, the methodology and the steps to run your own experiment to prove algorithmic bias-and how we obtained it all in the first place.</p> | 2023-03-04 15:30:00 | 2023-03-04 16:30:00 | 0 | 1 | 4296410 | 175 | [ { "categoryTitle": "Speakers", "links": [ { "title": "Eva Constantaras", "label": "Lighthouse Reports", "image": "", "gb_url": "gb://guide/191394/poi/?id=15476121", "target_object_id": 15476121, "target_content_type": "custom_list.customlistitem" }, { "title": "Gabriel Geiger", "label": "Lighthouse Reports", "image": "", "gb_url": "gb://guide/191394/poi/?id=15476154", "target_object_id": 15476154, "target_content_type": "custom_list.customlistitem" }, { "title": "Dhruv Mehrotra", "label": "WIRED", "image": "", "gb_url": "gb://guide/191394/poi/?id=15476225", "target_object_id": 15476225, "target_content_type": "custom_list.customlistitem" } ] }, { "categoryTitle": "Forms", "links": [ { "title": "NICAR23 Session Evaluation", "label": "Please complete this session evaluation", "image": "", "gb_url": "gb://guide/191394/survey/?id=20962&object_id=28625812&content_type=schedule.session", "target_content_type": "survey.survey" } ] } ] |
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