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pro vyhledávání: '"A, Gallic"'
In this paper, we link two existing approaches to derive counterfactuals: adaptations based on a causal graph, as suggested in Ple\v{c}ko and Meinshausen (2020) and optimal transport, as in De Lara et al. (2024). We extend "Knothe's rearrangement" Bo
Externí odkaz:
http://arxiv.org/abs/2408.03425
Autor:
Machado, Agathe Fernandes, Charpentier, Arthur, Flachaire, Emmanuel, Gallic, Ewen, Hu, François
In binary classification tasks, accurate representation of probabilistic predictions is essential for various real-world applications such as predicting payment defaults or assessing medical risks. The model must then be well-calibrated to ensure ali
Externí odkaz:
http://arxiv.org/abs/2408.03421
Autor:
Machado, Agathe Fernandes, Charpentier, Arthur, Flachaire, Emmanuel, Gallic, Ewen, Hu, François
The assessment of binary classifier performance traditionally centers on discriminative ability using metrics, such as accuracy. However, these metrics often disregard the model's inherent uncertainty, especially when dealing with sensitive decision-
Externí odkaz:
http://arxiv.org/abs/2402.07790
Driven by an increasing prevalence of trackers, ever more IoT sensors, and the declining cost of computing power, geospatial information has come to play a pivotal role in contemporary predictive models. While enhancing prognostic performance, geospa
Externí odkaz:
http://arxiv.org/abs/2401.16197
Many problems ask a question that can be formulated as a causal question: "what would have happened if...?" For example, "would the person have had surgery if he or she had been Black?" To address this kind of questions, calculating an average treatm
Externí odkaz:
http://arxiv.org/abs/2301.07755
Publikováno v:
In Journal of Environmental Economics and Management March 2025 130
Family history is usually seen as a significant factor insurance companies look at when applying for a life insurance policy. Where it is used, family history of cardiovascular diseases, death by cancer, or family history of high blood pressure and d
Externí odkaz:
http://arxiv.org/abs/2006.08446
Akademický článek
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Akademický článek
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Autor:
Dufrénot, Gilles1,2 (AUTHOR) gilles.dufrenot@sciencespo-aix.fr, Gallic, Ewen1 (AUTHOR), Michel, Pierre1 (AUTHOR), Bonou, Norgile Midopkè1 (AUTHOR), Gnaba, Ségui1 (AUTHOR), Slaoui, Iness3 (AUTHOR)
Publikováno v:
Oxford Economic Papers. Oct2024, Vol. 76 Issue 4, p1089-1107. 19p.