David Danks

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Clark GlymourCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Alison GOPNIKProfessor of Psychology, BerkeleyVerified email at berkeley.edu
Tamar KushnirProfessor, Psychology & Neuroscience, Duke UniversityVerified email at duke.edu
Sergey PlisTReNDS center: GSU, Emory, and GATechVerified email at gsu.edu
Alex John LondonK&L Gates Professor of Ethics and Computational Technologies, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
David SobelProfessor of Psychology and Cognitive Science, Brown UniversityVerified email at brown.edu
Richard ScheinesDean, Dietrich College of Humanities and Social Sciences, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Kevin ZollmanCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Peter SpirtesProfessor of Philosophy, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Conor Mayo-WilsonUniversity of WashingtonVerified email at uw.edu
David RoseStanford UniversityVerified email at stanford.edu
Sina FazelpourNortheastern UniversityVerified email at northeastern.edu
Joseph RamseyCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Erich KummerfeldResearch Assistant Professor, Institute for Health Informatics, University of MinnesotaVerified email at umn.edu
Joel S. Schuman, MD, FACSProf & VC Research Innovation, Co-Dir Glaucoma, Ophthalmology, Wills Eye HospitalVerified email at willseye.org
Hiroshi IshikawaProfessor, Oregon Health & Science UniversityVerified email at ohsu.edu
Frank PasqualeCornell Law School and Cornell TechVerified email at cornell.edu
Ashley J. LlorensMicrosoftVerified email at microsoft.com
Tianjiao ChuMagee Womens Research Institute, University of PittsburghVerified email at mwri.magee.edu
Bruce GlymourProfessor of Philosophy, Kansas State UniversityVerified email at ksu.edu

David Danks

Professor of Data Science & Philosophy; UC San Diego

Verified email at ucsd.edu - Homepage

Philosophy of science Cognitive science Ethics & AI Causal discovery


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A theory of causal learning in children: causal maps and Bayes nets. A Gopnik, C Glymour, DM Sobel, LE Schulz, T Kushnir, D Danks Psychological review 111 (1), 3, 2004	1672	2004
Algorithmic Bias in Autonomous Systems. D Danks, AJ London Ijcai 17 (2017), 4691-4697, 2017	542	2017
Equilibria of the Rescorla–Wagner model D Danks Journal of Mathematical Psychology 47 (2), 109-121, 2003	250	2003
Unifying the mind: Cognitive representations as graphical models D Danks Mit Press, 2014	189	2014
Governing AI safety through independent audits G Falco, B Shneiderman, J Badger, R Carrier, A Dahbura, D Danks, ... Nature Machine Intelligence 3 (7), 566-571, 2021	157	2021
Algorithmic bias: Senses, sources, solutions S Fazelpour, D Danks Philosophy Compass 16 (8), e12760, 2021	155	2021
Causal discovery algorithms: A practical guide D Malinsky, D Danks Philosophy Compass 13 (1), e12470, 2018	134	2018
The independence thesis: When individual and social epistemology diverge C Mayo-Wilson, KJS Zollman, D Danks Philosophy of Science 78 (4), 653-677, 2011	123	2011
Actual causation: a stone soup essay C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ... Synthese 175, 169-192, 2010	110	2010
Confirmation in the cognitive sciences: The problematic case of Bayesian models F Eberhardt, D Danks Minds and Machines 21, 389-410, 2011	106	2011
Impacts on trust of healthcare AI E LaRosa, D Danks Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 210-215, 2018	100	2018
Inferring hidden causes T Kushnir, A Gopnik, L Schulz, D Danks Proceedings of the annual meeting of the cognitive science society 25 (25), 2003	91	2003
Dynamical causal learning D Danks, T Griffiths, J Tenenbaum Advances in neural information processing systems 15, 2002	85	2002
Regulating autonomous systems: Beyond standards D Danks, AJ London IEEE Intelligent Systems 32 (1), 88-91, 2017	79	2017
Integrating locally learned causal structures with overlapping variables D Danks, C Glymour, R Tillman Advances in Neural Information Processing Systems 21, 2008	79	2008
“Trust but Verify”: The difficulty of trusting autonomous weapons systems HM Roff, D Danks Journal of Military Ethics 17 (1), 2-20, 2018	72	2018
In defense of a broad conception of experimental philosophy D Rose, D Danks Metaphilosophy 44 (4), 512-532, 2013	71	2013
The psychology of causal perception and reasoning D Danks Oxford Handbook of Causation (H. Beebee, C. Hitchcock, & P. Menzies, Eds …, 2009	69	2009
Rational analyses, instrumentalism, and implementations D Danks The probabilistic mind: Prospects for rational models of cognition (N …, 2008	67	2008
Wisdom of crowds versus groupthink: learning in groups and in isolation C Mayo-Wilson, K Zollman, D Danks International Journal of Game Theory 42, 695-723, 2013	59	2013

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