The workshop is jointly organized by LAMSADE and DIMACS with the support of the House of Public Affairs, the chair on Governance and Regulation of Université Paris Dauphine, the GDR Policy Analytics and the GDRI Algorithmic Decision Theory of the CNRS.
Monday, December 11, 2017 9:00 - 09:45 Welcome and Social responsibility of algorithms: what is about? Alexis Tsoukiás, LAMSADE, Université Paris Dauphine, FR 9:45 - 10:30 Issues in Ethical Data Management Serge Abiteboul, INRIA, ENS, FR. 10:30 - 10:50 Coffee Break 10:50 - 11:20 Explaining Algorithmic Decisionst Nicolas Maudet, LIP6, Université Pierre et Marie Curie, Paris, FR. 11:20 - 12:00 An overview on interpetability in Machnine Learning Yann Chevaleyre, LAMSADE, Université Paris Dauphine, Paris, FR. 12:00 - 12:40 PEPS ALGOCIT Mikaël Cozic, Pierre Valarcher, LACL, Université Paris Est, FR. 12:40 - 14:30 Lunch 14:30 - 15:15 Avoiding Bias in Implementations of Randomized Protocols for Security Screening Fred S. Roberts, DIMACS and CCICADA, Rutgers University 15:15 - 16:00 Differentially-private random projection trees Krzysztof Choromanski, Google, New York 16:00 - 16:30 Coffee Break 16:30 - 17:15 Moral Decision Making Frameworks for Artificial Intelligence Vince Conitzer, Computer Science, Duke University, USA 17:15 - 18:00 Moral Responsibility, Blameworthiness and Intention: in search of formal definitions Joe Halpern, Computer Science, Cornell University, USA Tuesday, December 12, 2017 9:00 - 09:45 Living in a data obsessed society Nello Cristianini, Computer Science, Bristol University, UK. 9:45 - 10:30 "How about alternative algorithms?" The attempt to "re-decentralise" Internet service Francesca Musiani, ISCC, CNRS, Paris, FR. 10:30 - 11:00 Coffee Break 11:00 - 11:45 Algorithms and the Law. Currents and Future Challenges for Legal Professions Thierry Kirat, Morgan Sweeney, IRISSO/CR2D, Université Paris Dauphine, FR. 11:45 - 12:30 The Ethical Knob: ethically-customisable automated vehicles and the law Giovanni Sartor, University of Bologna, IT. 12:30 - 14:30 Lunch 14:30 - 15:15 Algorithms: Which requirements? Gabrielle Demange, PSE, EHESS, FR. 15:15 - 16:00 Towards pragmatic mechanism design Carmine Ventre, Computer Science, University of Essex, UK. 16:00 - 16:30 Coffee Break 16:30 - 17:15 Anonymization and Fair Data Processing Benjamin Nguyen, LIFO, Université d'Orleans, FR. 17:15 - 18:00 Data ethics and machine learning: decentralisation, algorithmic bias and how to discover them Dino Pedreschi, Computer Science, Universitá di Pisa, IT.