Researcher profile
Mário A. T. Figueiredo
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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FiFAR: A Fraud Detection Dataset for Learning to Defer
2023 · arXiv (Cornell University)
Public dataset limitations have significantly hindered the development and benchmarking of learning to defer (L2D) algorithms, which aim to optimally combine human and AI capabilities in hybrid decision-making systems. In such systems, human availability and …
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Sparse Activations as Conformal Predictors
2025 · arXiv (Cornell University)
Conformal prediction is a distribution-free framework for uncertainty quantification that replaces point predictions with sets, offering marginal coverage guarantees (i.e., ensuring that the prediction sets contain the true label with a specified probability, in expectation). …