no code implementations • 7 Jun 2023 • Nils Köbis, Philipp Lorenz-Spreen, Tamer Ajaj, Jean-Francois Bonnefon, Ralph Hertwig, Iyad Rahwan
The increasing prevalence of image-altering filters on social media and video conferencing technologies has raised concerns about the ethical and psychological implications of using Artificial Intelligence (AI) to manipulate our perception of others.
no code implementations • 8 Dec 2022 • Alicia von Schenk, Victor Klockmann, Jean-François Bonnefon, Iyad Rahwan, Nils Köbis
We find that the few people (33\%) who elect to use the algorithm drastically increase their accusation rates (from 25\% in the baseline condition up to 86% when the algorithm flags a statement as a lie).
no code implementations • 10 Jun 2022 • Federico Fioravanti, Iyad Rahwan, Fernando Abel Tohmé
These results are a contribution for an AI designer that wants to justify the decisions made by an autonomous system.\\ \textit{Keywords:} Aggregation Operators; Permutation Process; Decision Analysis.
no code implementations • 19 Jan 2022 • Edmond Awad, Sydney Levine, Andrea Loreggia, Nicholas Mattei, Iyad Rahwan, Francesca Rossi, Kartik Talamadupula, Joshua Tenenbaum, Max Kleiman-Weiner
We can invent novel rules on the fly.
no code implementations • 23 Feb 2021 • Nils Köbis, Christopher Starke, Iyad Rahwan
Corruption continues to be one of the biggest societal challenges of our time.
no code implementations • 22 Apr 2020 • Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan
We propose a discrimination-aware learning method to improve both accuracy and fairness of biased face recognition algorithms.
1 code implementation • 4 Dec 2019 • Ignacio Serna, Aythami Morales, Julian Fierrez, Manuel Cebrian, Nick Obradovich, Iyad Rahwan
We experimentally show that demographic groups highly represented in popular face databases have led to popular pre-trained deep face models presenting strong algorithmic discrimination.
no code implementations • 6 Jul 2019 • Matthew Groh, Ziv Epstein, Nick Obradovich, Manuel Cebrian, Iyad Rahwan
Here we report on a randomized experiment designed to study the effect of exposure to media manipulations on over 15, 000 individuals' ability to discern machine-manipulated media.
1 code implementation • NAACL 2019 • Remi Mir, Bjarke Felbo, Nick Obradovich, Iyad Rahwan
Research in the area of style transfer for text is currently bottlenecked by a lack of standard evaluation practices.
no code implementations • 20 Mar 2018 • Ziv Epstein, Blakeley H. Payne, Judy Hanwen Shen, Abhimanyu Dubey, Bjarke Felbo, Matthew Groh, Nick Obradovich, Manuel Cebrian, Iyad Rahwan
AI researchers employ not only the scientific method, but also methodology from mathematics and engineering.
no code implementations • 19 Mar 2018 • Edmond Awad, Sydney Levine, Max Kleiman-Weiner, Sohan Dsouza, Joshua B. Tenenbaum, Azim Shariff, Jean-François Bonnefon, Iyad Rahwan
However, when both drivers make errors in cases of shared control between a human and a machine, the blame and responsibility attributed to the machine is reduced.
no code implementations • 14 Feb 2018 • Abhimanyu Dubey, Esteban Moro, Manuel Cebrian, Iyad Rahwan
The analysis of the creation, mutation, and propagation of social media content on the Internet is an essential problem in computational social science, affecting areas ranging from marketing to political mobilization.
no code implementations • 12 Jan 2018 • Richard Kim, Max Kleiman-Weiner, Andres Abeliuk, Edmond Awad, Sohan Dsouza, Josh Tenenbaum, Iyad Rahwan
We introduce a new computational model of moral decision making, drawing on a recent theory of commonsense moral learning via social dynamics.
no code implementations • 20 Sep 2017 • Ritesh Noothigattu, Snehalkumar 'Neil' S. Gaikwad, Edmond Awad, Sohan Dsouza, Iyad Rahwan, Pradeep Ravikumar, Ariel D. Procaccia
We present a general approach to automating ethical decisions, drawing on machine learning and computational social choice.
no code implementations • 7 Aug 2017 • Wen Shen, Alanoud Al Khemeiri, Abdulla Almehrezi, Wael Al Enezi, Iyad Rahwan, Jacob W. Crandall
As in the study of political systems in which governments regulate human societies, our studies analyze how interactions between HARE and regulators are impacted by regulatory power and individual (robot or agent) autonomy.
7 code implementations • EMNLP 2017 • Bjarke Felbo, Alan Mislove, Anders Søgaard, Iyad Rahwan, Sune Lehmann
NLP tasks are often limited by scarcity of manually annotated data.
Ranked #1 on Transfer Learning on Amazon Review Polarity
no code implementations • 17 Mar 2017 • Jacob W. Crandall, Mayada Oudah, Tennom, Fatimah Ishowo-Oloko, Sherief Abdallah, Jean-François Bonnefon, Manuel Cebrian, Azim Shariff, Michael A. Goodrich, Iyad Rahwan
Here, we combine a state-of-the-art machine-learning algorithm with novel mechanisms for generating and acting on signals to produce a new learning algorithm that cooperates with people and other machines at levels that rival human cooperation in a variety of two-player repeated stochastic games.
no code implementations • 4 Jul 2016 • Manuel Alfonseca, Manuel Cebrian, Antonio Fernandez Anta, Lorenzo Coviello, Andres Abeliuk, Iyad Rahwan
Superintelligence is a hypothetical agent that possesses intelligence far surpassing that of the brightest and most gifted human minds.
no code implementations • 3 Apr 2016 • Edmond Awad, Jean-François Bonnefon, Martin Caminada, Thomas Malone, Iyad Rahwan
On the Web, there is always a need to aggregate opinions from the crowd (as in posts, social networks, forums, etc.).
no code implementations • 3 Apr 2016 • Edmond Awad, Martin Caminada, Gabriella Pigozzi, Mikołaj Podlaszewski, Iyad Rahwan
An inconsistent knowledge base can be abstracted as a set of arguments and a defeat relation among them.
no code implementations • 26 May 2014 • Edmond Awad, Richard Booth, Fernando Tohme, Iyad Rahwan
After characterising the sufficient and necessary conditions for satisfying collective rationality, we study whether restricting the domain of argument-wise plurality voting to classical semantics allows us to escape the impossibility result.