LEADER 02256nam 2200361 450 001 9910510476003321 005 20230831044636.0 035 $a(CKB)5470000000736592 035 $a(NjHacI)995470000000736592 035 $a(EXLCZ)995470000000736592 100 $a20230831d2020 uy 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aProceedings of the 2020 ACM-IMS on Foundations of Data Science Conference /$fJeannette Wing, David Madigan 210 1$aNew York :$cAssociation for Computing Machinery,$d[2020] 210 4$dİ2020 215 $a1 online resource (196 pages) $cillustrations 311 $a1-4503-8103-0 330 $aComputing and statistics underpin the rapid emergence of data science as a pivotal academic discipline. The Association for Computing Machinery (ACM) and the Institute of Mathematical Statistics (IMS), the two key academic organizations in these areas, have come together to launch a conference series on the Foundations of Data Science. Our inaugural event, the ACMIMS Interdisciplinary Summit on the Foundations of Data Science, took place in San Francisco in 2019. FODS-2020 represents the first of what will be an annual conference series with refereed conference proceedings. This interdisciplinary event brings together researchers and practitioners to address foundational data science challenges in prediction, inference, fairness, ethics and the future of data science. We received 58 submissions and the program committee reviewed each paper thoroughly. We accepted 17 papers for plenary presentation and inclusion in the proceedings. The program also included keynote addresses by Professor Mihaela van der Schaar and Professor Oren Etzioni and half-day tutorials by Professor Michael Kearns and Professor David Blei. 606 $aInformation science$vCongresses 615 0$aInformation science 676 $a020 700 $aWing$b Jeannette$01418633 702 $aMadigan$b David 801 0$bNjHacI 801 1$bNjHacl 906 $aBOOK 912 $a9910510476003321 996 $aProceedings of the 2020 ACM-IMS on Foundations of Data Science Conference$93530598 997 $aUNINA