{"611936":{"#nid":"611936","#data":{"type":"event","title":"ARC Colloquium: Sampath Kannan (UPenn)","body":[{"value":"\u003Cp align = \u0022center\u0022\u003E\u003Cstrong\u003EAlgorithms \u0026amp; Randomness Center (ARC)\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp align = \u0022center\u0022\u003E\u003Cstrong\u003ESampath Kannan\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp align = \u0022center\u0022\u003E\u003Cstrong\u003EMonday, October 29, 2018\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp align = \u0022center\u0022\u003E\u003Cstrong\u003EKlaus 1116 East \u0026ndash; 11:00 am\u003C\/strong\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003ETitle:\u0026nbsp; \u003C\/strong\u003EFairness in Algorithmic Decision Making\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u0026nbsp; In this talk we survey some formulations of fairness requirements for decision making under uncertainty. We then discuss results from 3 recent papers:\u003C\/p\u003E\r\n\r\n\u003Cp\u003E1) Treating individuals fairly is not in conflict with long-term scientific learning goals if the population is sufficiently diverse.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E2) When there is a pipeline of decisions, end-to-end fairness is impossible to achieve even in a very simple model.\u003C\/p\u003E\r\n\r\n\u003Cp\u003E3) Exploiting the knowledge acquired by others can unfairly advantage the free rider.\u003C\/p\u003E\r\n\r\n\u003Cp\u003EThese papers are joint work with a number of co-authors:\u003C\/p\u003E\r\n\r\n\u003Cp\u003EChristopher Jung, Neil Lutz, Jamie Morgenstern, Aaron Roth, Bo Waggoner, Steven Wu, and Juba Ziani\u003C\/p\u003E\r\n\r\n\u003Cp\u003E----------------------------------\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.cis.upenn.edu\/~kannan\/\u0022\u003ESpeaker\u0026#39;s Webpage\u003C\/a\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Cem\u003EVideos of recent talks are available at: \u003C\/em\u003E\u003Ca href=\u0022https:\/\/smartech.gatech.edu\/handle\/1853\/46836\u0022\u003E\u003Cem\u003Ehttps:\/\/smartech.gatech.edu\/handle\/1853\/46836\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E\r\n\r\n\u003Cp\u003E\u003Ca href=\u0022https:\/\/mailman.cc.gatech.edu\/mailman\/listinfo\/arc-colloq\u0022\u003E\u003Cem\u003EClick here to subscribe to the seminar email list: arc-colloq@cc.gatech.edu \u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":[{"value":" Fairness in Algorithmic Decision Making - Klaus 1116 East at 11 am"}],"uid":"27544","created_gmt":"2018-09-25 18:22:44","changed_gmt":"2018-10-09 12:12:33","author":"Francella Tonge","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2018-10-29T12:00:00-04:00","event_time_end":"2018-10-29T13:00:00-04:00","event_time_end_last":"2018-10-29T13:00:00-04:00","gmt_time_start":"2018-10-29 16:00:00","gmt_time_end":"2018-10-29 17:00:00","gmt_time_end_last":"2018-10-29 17:00:00","rrule":null,"timezone":"America\/New_York"},"extras":[],"groups":[{"id":"70263","name":"ARC"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}