Machines we trust: perspectives on dependable AI
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Massachusetts ; London, England
The MIT Press
[2021]
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xii, 160 Seiten Illustrationen |
| ISBN: | 9780262542098 |
Internformat
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Datensatz im Suchindex
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| adam_text | Contents List of Figures ix Preface xi 1 Introduction Marcello Pelillo and Teresa Scantamburlo 1 SETTING THE STAGE 2 Shortcuts to Artificial Intelligence Nello Cristianini 3 Mapping the Stony Road toward Trustworthy AI: Expectations, Problems, Conundrums Gemot Rieder, Judith Simon, and Pak-Hang Wong 1 11 27 II ISSUES 4 The Issue of Bias: The Framing Powers of Machine Learning Mireille Hildebrandt 43 5 Adjudicating with Inscrutable Decision Rules Katherine J. Strandburg 61 6 Cobra AI: Exploring Some Unintended Consequencesof Our Most Powerful Technology Federico Cabitza 7 The Importance of Prediction in Designing Artificial Intelligence Systems Francesco Amigoni and Viola SchiafFonati 87 105
Contents viii III PROSPECTS 8 А Human-Centered Agenda for Intelligible Machine Learning Jennifer Wortman Vaughan and Hanna Wallach 123 9 The AI of Ethics Robert C. Williamson 139 Contributors 161
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| adam_txt |
Contents List of Figures ix Preface xi 1 Introduction Marcello Pelillo and Teresa Scantamburlo 1 SETTING THE STAGE 2 Shortcuts to Artificial Intelligence Nello Cristianini 3 Mapping the Stony Road toward Trustworthy AI: Expectations, Problems, Conundrums Gemot Rieder, Judith Simon, and Pak-Hang Wong 1 11 27 II ISSUES 4 The Issue of Bias: The Framing Powers of Machine Learning Mireille Hildebrandt 43 5 Adjudicating with Inscrutable Decision Rules Katherine J. Strandburg 61 6 Cobra AI: Exploring Some Unintended Consequencesof Our Most Powerful Technology Federico Cabitza 7 The Importance of Prediction in Designing Artificial Intelligence Systems Francesco Amigoni and Viola SchiafFonati 87 105
Contents viii III PROSPECTS 8 А Human-Centered Agenda for Intelligible Machine Learning Jennifer Wortman Vaughan and Hanna Wallach 123 9 The AI of Ethics Robert C. Williamson 139 Contributors 161 |
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| discipline | Informatik |
| discipline_str_mv | Informatik |
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| language | English |
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| spelling | Machines we trust perspectives on dependable AI edited by Marcello Pelillo and Teresa Scantamburlo Cambridge, Massachusetts ; London, England The MIT Press [2021] © 2021 xii, 160 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Ethik (DE-588)4015602-3 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Künstliche Intelligenz (DE-588)4033447-8 s Ethik (DE-588)4015602-3 s DE-604 Pelillo, Marcello 1966- (DE-588)1245541943 edt Scantamburlo, Teresa (DE-588)1245542281 edt Erscheint auch als Online-Ausgabe 978-0-262-36621-2 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032887510&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Machines we trust perspectives on dependable AI Künstliche Intelligenz (DE-588)4033447-8 gnd Ethik (DE-588)4015602-3 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4015602-3 (DE-588)4143413-4 |
| title | Machines we trust perspectives on dependable AI |
| title_auth | Machines we trust perspectives on dependable AI |
| title_exact_search | Machines we trust perspectives on dependable AI |
| title_exact_search_txtP | Machines we trust perspectives on dependable AI |
| title_full | Machines we trust perspectives on dependable AI edited by Marcello Pelillo and Teresa Scantamburlo |
| title_fullStr | Machines we trust perspectives on dependable AI edited by Marcello Pelillo and Teresa Scantamburlo |
| title_full_unstemmed | Machines we trust perspectives on dependable AI edited by Marcello Pelillo and Teresa Scantamburlo |
| title_short | Machines we trust |
| title_sort | machines we trust perspectives on dependable ai |
| title_sub | perspectives on dependable AI |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Ethik (DE-588)4015602-3 gnd |
| topic_facet | Künstliche Intelligenz Ethik Aufsatzsammlung |
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