Alexander König: Difference between revisions

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Koenig

Bureaucrats, Administrators

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 * [[/Reading/]]
+{| class="wikitable"
+! Poggio, Thomas !! The Levels of Understanding framework, revised !! http://cbcl.mit.edu/publications/ps/MIT-CSAIL-TR-2012-014.pdf !! 2012 !!
+|-
+| Skeem, Jennifer L. ; Lowenkamp, Christopher  || Risk, Race, & Recidivism: Predictive Bias and Disparate Impact || https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2687339 || 2016 ||
+|-
+| Zuboff, Shoshana || Big other: surveillance capitalism and theprospects of an information civilization || https://cryptome.org/2015/07/big-other.pdf || 2015 ||
+|-
+| Pasquale, Frank  || The Black Box Society || Harvard University Press || 2015 ||
+|-
+| Géron, Aurélien  || Hands-On Machine Learning with Scikit-Learn and TensorFlow || O'Reilly  || 2017 ||
+|-
+| Campolo, Alex; Sanfilippo, Madelyn; Whittaker, Meredith; Crawford, Kate   || AI Now 2017 Report || https://assets.contentful.com/8wprhhvnpfc0/1A9c3ZTCZa2KEYM64Wsc2a/8636557c5fb14f2b74b2be64c3ce0c78/_AI_Now_Institute_2017_Report_.pdf || 2017 ||
+|-
+| Welker, Martin || Building AI systems that work is still hard || https://techcrunch.com/2018/01/01/building-ai-systems-that-work-is-still-hard/ || 2018 ||
+|-
+| Nguyen, Anh; Yosinski, Jason; Clune, Jeff  || Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images || https://arxiv.org/abs/1412.1897 || 2015 ||
+|-
+| Olah, Chris; Mordvintsev, Alexander; Schubert, Ludwig || Feature Visualization - How neural networks build up their understanding of images || https://distill.pub/2017/feature-visualization/ || 2017 ||
+|-
+| Gu, Tianyu; Dolan-Gavitt, Brendan; Garg, Siddharth  || BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain || https://arxiv.org/abs/1708.06733 || 2017 ||
+|-
+| Simondon, Gilbert || On the Mode of Existence of Technical Objects || Univocal Publishing || 2016 ||
+|-
+| Anderson, Chris || The End of Theory: The Data Deluge Makes the Scientific Method Obsolete || https://www.wired.com/2008/06/pb-theory/ || 2008 ||
+|-
+| Montfort, Nick || Exploratory Programming for the Arts and Humanities, Second Edition || https://mitpress.mit.edu/books/exploratory-programming-arts-and-humanities-second-edition || 2021 || MIT
+|-
+| Birch, Muniesam (Editor) || Assetization: Turning Things into Assets in Technoscientific Capitalism || https://direct.mit.edu/books/book/4848/AssetizationTurning-Things-into-Assets-in || 2020 || MIT
+|-
+| Mirowski, Philip || ScienceMart: Privatizing American Science (2011) ||  || 2011 ||
+|-
+| Mirowski, Philip || The Knowledge We Have Lost in Information: A History of Information and Knowledge in Economics. ||  || 2017 || Oxford University Press
+|-
+| Berman, Bruce || From Assets to Profits: Competing for IP Value & Return ||  || 2008 || Wiley
+|-
+| Berman, Bruce || The Intangible Investor: Profiting from Intellectual Property: Companies' Most Elusive Assets  ||  || 2014 || CloseUp Media
+|-
+| D'Ignazio,Catherine  and Klein, Lauren F.  || Data Feminism || https://data-feminism.mitpress.mit.edu/ || 2020 || MIT
+|-
+| Esposito, Elena  || Artificial Communication - How Algorithms Produce Social Intelligence  ||  ||  ||
+|-
+| Day, Roland E. || Documentarity         Evidence, Ontology, and Inscription  || https://documentarity.mitpress.mit.edu/ ||  || MIT
+|-
+| Davis, Aeron || The Death of Public Knowledge? - How Free Markets Destroy the General Intellect  || https://goldsmithspress.pubpub.org/deathofpublicknowledge || 2017 || Goldsmiths Press
+|-
+| Goodfellow, Bengio, Courville || Deep Learning || https://www.deeplearningbook.org/ || 2016 || MIT
+|-
+| Halpern, Joseph Y.  || Actual Causality || https://www.cs.cornell.edu/home/halpern/papers/causalitybook-ch1-3.html || 2016 || MIT
+|-
+| Murphy, Kevin P. || Probabilistic Machine Learning || https://probml.github.io/pml-book/book1.html || 2022 || MIT
+|-
+| Bifet, Gavaldà, Holmes, Pfahringer || Machine Learning for Data Streams || https://moa.cms.waikato.ac.nz/book-html/ || 2018 || MIT
+|-
+| Felleisen, Findler, Flatt,  Krishnamurthi || How to Design Programs, Second Edition || http://htdp.org/ || 2018 || MIT
+|-
+| Mohri, Rostamizadeh, Talwalkar || Foundations of Machine Learning, Second Edition || Foundations of Machine Learning, Second Edition || 2018 || MIT
+|-
+| Sutton a. Barto || Reinforcement Learning, Second Edition || https://mitpress.mit.edu/books/reinforcement-learning-second-edition || 2018 || MIT
+|-
+| Mersch, Dieter || Digital disrupture || https://www.diaphanes.net/titel/digital-criticism-5313 || 2017 || Diaphanes
+|-
+| Paul Bolton (editor) || Statistical Literacy Guide || https://researchbriefings.files.parliament.uk/documents/SN04944/SN04944.pdf ||  ||
+|-
+| Hausmann, R., et al. || The Atlas of Economic Complexity: Mapping Paths to Prosperity  || https://growthlab.cid.harvard.edu/publications/atlas-economic-complexity-mapping-paths-prosperity || 2013 || MIT
+|-
+| Smith a. Reilly || Open Development: Networked Innovations in International Development || https://idl-bnc-idrc.dspacedirect.org/bitstream/handle/10625/52348/IDL-52348.pdf?sequence=1&isAllowed=y || 2013 || MIT
+|-
+| Blanchard, Romer, Spence, Stiglitz || In the Wake of the Crisis: Leading Economists Reassess Economic Policy || https://direct.mit.edu/books/book/3357/In-the-Wake-of-the-CrisisLeading-Economists || 2012 || MIT
+|-
+| Benanav,  Aaron || Automation and the Future of Work ||  || 2020 || Verso
+|-
+| Daub, Adrian || What Tech Calls Thinking: An Inquiry into the Intellectual Bedrock of Silicon Valley ||  || 2020 ||  ‎ Macmillan US
+|-
+| Hwang, Tim || Subprime Attention Crisis: Advertising and the Time Bomb at the Heart of the Internet ||  || 2020 || Farrar, Straus and Giroux
+|-
+| Hwang, Tim || COMPUTATIONAL POWER AND THE SOCIAL IMPACT OF ARTIFICIAL INTELLIGENCE || https://arxiv.org/pdf/1803.08971.pdf || 2018 ||
+|-
+| Hwang, Tim || Deepfakes - A Grounded Threat Assessment || https://cset.georgetown.edu/wp-content/uploads/CSET-Deepfakes-Report.pdf || 2020 || Center for Security and Emerging Technology.
+|-
+| Hwang, Tim || Deconstructing the Disinformation Wa || https://mediawell.ssrc.org/expert-reflections/deconstructing-the-disinformation-war/?pdf=58525 || 2020 ||
+|-
+| Rebentisch; Juliane || Aestheticization and Democratic Culture || https://www.e-flux.com/architecture/superhumanity/68662/aestheticization-and-democratic-culture/ || 2016 ||
+|}
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 [[Category:Alexander König]]