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Introduction to the Ethics of Artificial Intelligence
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Beschreibung
This lecture provides an introduction to the emerging field of the Ethics of AI. It is open to all interested students of all levels, including those from the humanities, as well as scientific and technical disciplines.
The lecture is an ideal starting point to get an orientation in the field and to possibly start engaging with more specialized courses and/or research projects in the context of the Ethics and Critical Theories of AI group at the IKW.
The lecture will provide an overview of problems, philosophical theories and methods that comprise the field(s) of Ethics and Critical Theories of AI. This includes both the philosophical foundations of ethics, critical theory and some aspects of social philosophy (such as power) as well as different technological phenomena and legal aspects of AI. A particular focus will be contemporary data-driven and machine learning-based AI technology and its applications in digital consumer media. As we will see, questions of social equality and fairness are central to today's ethical concerns about AI, so that ethics needs to adopt a societal perspective, analyzing constellations of power, subjectivation, discrimination and subordination that relate to AI technology. Ethics will be framed in relation to intersectional critical philosophy, feminist and post-colonial theories. We will also touch upon relevant legal debates such as privacy and data protection legislation and AI regulation.
The lecture is hybrid and will be available in three formats: On site in the lecture hall; live stream on BBB; and asynchronous participation via video recordings. Discussion groups will be either in person or online.
Notice that for this lecture there are separate discussion groups (Übung) to which you have to subscribe separately. For the lecture you will earn 4 ECTS points based on a written exam (Klausur), for the discussion group another 4 ECTS points (requirements will be detailed in the first lecture).
Weitere Angaben
Ort: 15/128
Zeiten: Mo. 16:00 - 18:00 (wöchentlich)
Erster Termin: Montag, 08.04.2024 16:00 - 18:00, Ort: 15/128
Veranstaltungsart: Vorlesung und Seminar (Offizielle Lehrveranstaltungen)
Studienbereiche
- Cognitive Science > Bachelor-Programm
- Cognitive Science > Master-Programm
- Schnupper Uni > Cognitive Science
- Cognitive Science
Past and Forthcoming Events
- Bernoulli-ims 11th World Congress in Probability and Statistics, Bochum, August 12-16, 2024
- Workshop on Stein's Method and Networks, Oxford, June 20-21, 2024
- Spatial Stochastics in High Dimensions, Osnabrück, May 2-3, 2024
- SPP2265-Meeting on Stochastic Geometry and Point Processes, Münster University, 15.11.2023
- DMV meeting 2023, TU Ilmenau, 25.-28.09.2023
- Workshop Random Graphs 2023, TU Dortmund, 04.-08.09.2023
- 43rd conference on Stochastic Processses and their Applications, in Lisbon, 24.-28.7.2023
- UK Easter Probability Meeting, Stochastic modelling of complex systems, The Univesity of Manchester, 27.-31.3.2023
- BOS Workshop on Stochastic Geometry, Osnabrück, 22.-24.2.2023
- Stochastic Geometry Workshop, Osnabrück, 23-25.11.2022
- Workshop Recent Trends in Spatial Stochastic Processes, Eurandom Eindhoven, 03.-07.10.2022
- SPP Workshop Limit theorems for spatial random structures, Ruhr-Universität Bochum, 07.09.-09-09.2022
- Stein’s Method: The Golden Anniversary, IMS Program Singapore, 13.06.–08.07.2022
- SPP Random Geometric Systems First Annual Conference, 11.04-14.04 2022
- Stochastiktage Mannheim, 27.09.-01.10.2021
- First Meeting of the Israel Mathematical Union and the German Mathematical Society, 8-10 March 2021, cancelled due to Coronavirus
- UK Easter Probability Meeting, 30 March to 3 April 2020, cancelled due to Coronavirus
- Dresdener Stochastik-Tage 24. to 27.03.2020, cancelled due to Coronavirus
- Final Workshop Cumulants, Concentration and Superconcentration, September 30 to October 2nd, 2019
- SIAM in Bern, 07.2019
- Symposium in memory of Charles Stein [1920-2016]
- Women in probability, 31.05. to 01.06.2019
- Fourth Workshop Cumulants, Concentration and Superconcentration, January 10 and 11, 2019
- Third Workshop Cumulants, Concentration and Superconcentration, April 5 and 6, 2018
- Workshop on Algebraic Methods in Statistics, 30.11. to 02.12. 2017
- Second Workshop Cumulants, Concentration and Superconcentration, June 26 and 27, 2017
- Opening Workshop Cumulants, Concentration and Superconcentration, December 6 to 8, 2016
- Conference on Combinatorial Structures in Geometry
- Organisation of the workshop Algebraic and Stochastic Aspects of Graph Theory
- Talk at Junior Female Researchers in Probability in Berlin, October 22 and 23, 2015
- Talk at Satellite workshop Recent Trends in Stochastic Analysis and Related Topics at Univ. Hamburg, September 20 and 21, 2015
- Local Organisation of the 18th Workshop on Stochastic Geometry, Stereology and Image Analysis"18th Workshop on Stochastic Geometry, Stereology and Image Analysis"
- Probabilistic and Geometric Facets of High Dimensions Organisation of the Mini-Workshop at Ruhr-Universität Bochum, October 9 and 10, 2014.
- Organisation of the DMV-Studierendenkonferenz 2014. Weitere Informationen
- Project "Mathematik be-greifen" in the Alfried Krupp-Schülerlabor at RUB, 2006-2013.
- Organisation of the IRTG Berlin-Zürich summer school "stochastic models of complex processes" and the Spring meeting Beijing/Bielefeld - Berlin/Zurich 2011
- Organisation of the DMV-Studierendenkonferenz 2009. Weitere Informationen
Publications
- Asymptotics of a time-bounded cylinder model, with N. Aschenbruck and S. Bussmann, Probability in the Engineering and Informational Sciences, https://doi.org/10.1017/S0269964822000420
- The method of cumulants for the normal approximation, with S. Jansen and K. Schubert, Probability Surveys 2022, Vol. 19, 185-270, https://doi.org/10.1214/22-PS7
- Sedentary Random Waypoint, with C. Betken, arXiv:2009.02941
- The Impact of Bit Errors on Intra-Session Network Coding with Heterogeneous Packet Lengths, with B. Schütz, N. Aschenbruck, S. Bussmann and M. Juhnke-Kubitzke, Proc. of the 45th IEEE LCN Symposium on Emerging Topics in Networking LCN, virtually hosted in Sydney, Australia, Nov. 16–19, 2020.
- Stationarity for the Small World in Motion Mobility Model, with Nils Aschenbruck, Christian Heiden und Matthias Schwamborn, MSWIM '19: Proceedings of the 22nd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Nov 25-29, 2019, https://doi.org/10.1145/3345768.3355935
- Crossing Numbers and Stress of Random Graphs, with Markus Chimani and Matthias Reitzner, In Proceedings 26th International Symposium, GD 2018, Barcelona, Spain, 255--268, 2018 available here and for an extended journal version here: https://arxiv.org/abs/1808.07558
- Fluctuations in a general preferential attachment model via Stein's method, with Carina Betken and Marcel Ortgiese, Random Structures & algorithms, vol.55, no.4, 2019 available here
- Connection times in large ad-hoc mobile networks, Bernoulli, vol.22, no.4, 2143--2176, 2016 available here
with Gabriel Faraud, Wolfgang König - The random disc thrower problem, Proceedings of the 90th European Study Group Mathematics with Industry, 59-78, 2013 available here with T. van der Aalst, D. Denteneer, M. Hong Duong, R. J. Kang, M. Keane, J. Kool, I. Kryven, T. Meyfroyt, T. Müller, G. Regts, J. Tomczyk
- Edge fluctuations of eigenvalues of Wigner matrices, High Dimensional Probability VI: the Banff volume, Progress in Probability, vol.66, 261-275, Springer, Basel, 2013 available here
with Peter Eichelsbacher - Moderate deviations for the determinant of Wigner matrices, Dedicated to Friedrich Götze on the occasion of his sixtieth birthday, Limit Theorems in Probability, Statistics and Number Theory, Springer Proceedings in Mathematics & Statistics, vol.42, 253-275, 2013, available here
with Peter Eichelsbacher - Moderate deviations for the eigenvalue counting function of Wigner matrices, ALEA, Lat. Am. J. Probab. Math. Stat. 10 (1), 27-44, 2013, available here
with Peter Eichelsbacher - Moderate deviations via cumulants, Journal of Theor. Probability, 2012, available here
with Peter Eichelsbacher - Moments of recurrence times for Markov chains, Electronic Comm. Probab., 16(28), 296-303, 2011, available here
with Frank Aurzada, Marcel Ortgiese, Michael Scheutzow - Moderate deviations in a random graph and for the spectrum of Bernoulli random matrices, Electronic Journal of Probability, Vol. 14, Paper no. 92, 2636-2656, 2009, available here
with Peter Eichelsbacher - Perpendicular transport of charged particles in slab turbulence: recovery of diffusion for realistic wave-spectra?, Journal of Physics G: Nuclear and Particle Physics, 35, 025202, 2008
with Andreas Shalchi - Velocity correlation functions of charged test particles, Journal of Physics G: Nuclear and Particle Physics, 34, 859, 2007
with Andreas Shalchi
