61 citations
- Centre National de la Recherche ScientifiqueFR5 papers
- ENSAE ParisFR5 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR3 papers
- Groupement de Recherche et d'Études en Gestion d’HECFR3 papers
- CEA Paris-SaclayFR2 papers
- Centre de Recherche en Économie et StatistiqueFR2 papers
- Électricité de France (France)FR2 papers
- HEC Paris in QatarQA2 papers
- Institut de Mécanique Céleste et de Calcul des ÉphéméridesFR2 papers
- Laboratoire de Mathématiques d'OrsayFR2 papers
- Libera Università Internazionale degli Studi Sociali Guido CarliIT2 papers
- Robert Bosch (India)IN2 papers
26 papers
Attitudes Toward Ambiguity Among Self-employed and Incorporated Entrepreneurs
Thomas Åstebro, Frank M. Fossen, Cédric Gutierrez
How do entrepreneurs act on their beliefs when probabilities of outcomes are unknown but subjectively perceived? We theorize that two distinct dimensions of ambiguity attitudes inf…
Data Work in Egypt: Who Are the Workers Behind Artificial Intelligence?
Myriam Raymond, Lucy Neveux, Antonio A. Casilli +1
The report highlights the role of Egyptian data workers in the global value chains of Artificial Intelligence (AI). These workers generate and annotate data for machine learning, c…
Can AI expose tax loopholes? Towards a new generation of legal policy assistants
Peter Fratrič, Nils Holzenberger, David Restrepo Amariles
The legislative process is the backbone of a state built on solid institutions. Yet, due to the complexity of laws -- particularly tax law -- policies may lead to inequality and so…
Conformal Prediction for Hierarchical Data
Guillaume Principato, Gilles Stoltz, Yvenn Amara-Ouali +3
We consider conformal prediction for multivariate data and focus on hierarchical data, where some components are linear combinations of others. Intuitively, the hierarchical struct…
Sharp Bounds for Continuous-Valued Treatment Effects with Unobserved Confounders
Jean-Baptiste Baitairian, Bernard Sebastien, Rana Jreich +2
In causal inference, treatment effects are typically estimated under the ignorability, or unconfoundedness, assumption, which is often unrealistic in observational data. By relaxin…
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness
Evgenii Chzhen, Christophe Giraud, Zhen Li +1
We consider contextual bandit problems with knapsacks [CBwK], a problem where at each round, a scalar reward is obtained and vector-valued costs are suffered. The learner aims to m…