David Danks

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Alison GOPNIKProfessor of Psychology, BerkeleyVerified email at berkeley.edu
Tamar KushnirProfessor, Psychology & Neuroscience, Duke UniversityVerified email at duke.edu
David SobelBrown UniversityVerified email at brown.edu
Sergey PlisTReNDS center: GSU, Emory, and GATechVerified email at gsu.edu
Alex John LondonClara L West Professor of Ethics and Philosophy at Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Richard ScheinesDean, Dietrich College of Humanities and Social Sciences, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Peter SpirtesProfessor of Philosophy, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Kevin ZollmanCarnegie Mellon UniversityVerified email at andrew.cmu.edu
David RoseStanford UniversityVerified email at stanford.edu
Conor Mayo-WilsonUniversity of WashingtonVerified email at uw.edu
Joseph RamseyCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Joel S. Schuman, MD, FACSProf & VC Research, Ophthalmology, Prof Neuroscience & Physiology, Biomedical EngineeringVerified email at nyu.edu
Hiroshi IshikawaProfessor, Oregon Health & Science UniversityVerified email at ohsu.edu
Erich KummerfeldResearch Assistant Professor, Institute for Health Informatics, University of MinnesotaVerified email at umn.edu
Tianjiao ChuMagee Womens Research Institute, University of PittsburghVerified email at mwri.magee.edu
Antti HyttinenUniversity of Helsinki, HIITVerified email at helsinki.fi
Matti JärvisaloProfessor, University of HelsinkiVerified email at helsinki.fi
Jiji ZhangHong Kong Baptist UniversityVerified email at hkbu.edu.hk
Edouard MacheryDistinguished Professor of History and Philosophy of Science, University of PittsburghVerified email at pitt.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityVerified email at princeton.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	1474	2004
Algorithmic Bias in Autonomous Systems. D Danks, AJ London IJCAI 17, 4691-4697, 2017	244	2017
Equilibria of the Rescorla–Wagner model D Danks Journal of Mathematical Psychology 47 (2), 109-121, 2003	218	2003
Unifying the mind: Cognitive representations as graphical models D Danks Mit Press, 2014	139	2014
Confirmation in the cognitive sciences: The problematic case of Bayesian models F Eberhardt, D Danks Minds and Machines 21 (3), 389-410, 2011	100	2011
Inferring hidden causes T Kushnir, A Gopnik, L Schulz, D Danks Proceedings of the Annual Meeting of the Cognitive Science Society 25 (25), 2003	88	2003
Actual causation: a stone soup essay C Glymour, D Danks, B Glymour, F Eberhardt, J Ramsey, R Scheines, ... Synthese 175 (2), 169-192, 2010	86	2010
The independence thesis: When individual and social epistemology diverge C Mayo-Wilson, KJS Zollman, D Danks Philosophy of Science 78 (4), 653-677, 2011	79	2011
Dynamical causal learning D Danks, T Griffiths, J Tenenbaum Advances in neural information processing systems 15, 2002	75	2002
Causal discovery algorithms: A practical guide D Malinsky, D Danks Philosophy Compass 13 (1), e12470, 2018	66	2018
Integrating locally learned causal structures with overlapping variables D Danks, C Glymour, R Tillman Advances in Neural Information Processing Systems 21, 2008	64	2008
The psychology of causal perception and reasoning D Danks Carnegie Mellon University, 2009	62	2009
Rational analyses, instrumentalism, and implementations D Danks, N Chater, M Oaksford The probabilistic mind: Prospects for rational models of cognition, 59-75, 2008	62	2008
Regulating autonomous systems: Beyond standards D Danks, AJ London IEEE Intelligent Systems 32 (1), 88-91, 2017	56	2017
In defense of a broad conception of experimental philosophy D Rose, D Danks Metaphilosophy 44 (4), 512-532, 2013	56	2013
Heidelberg Retina Tomograph 3 machine learning classifiers for glaucoma detection KA Townsend, G Wollstein, D Danks, KR Sung, H Ishikawa, L Kagemann, ... British Journal of Ophthalmology 92 (6), 814-818, 2008	48	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 (3), 695-723, 2013	46	2013
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	41	2018
“Trust but Verify”: The difficulty of trusting autonomous weapons systems HM Roff, D Danks Journal of Military Ethics 17 (1), 2-20, 2018	40	2018
Learning causal structure from undersampled time series D Danks, S Plis Carnegie Mellon University, 2013	38	2013

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