1. Dipòsit Digital de la Universitat de Barcelona

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Issue DateTitleAuthor(s)
8-Oct-2021A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian PerspectiveMena Roldán, José; Pujol Vila, Oriol; Vitrià i Marca, Jordi
20-May-2022Machine Learning Based Surrogate Model for Press Hardening Process of 22MnB5 Sheet Steel Simulation in Industry 4.0Abio, Albert; Bonada, Francesc; Pujante, Jaume; Grané, Marc; Nievas, Núria; Lange, Danilio; Pujol Vila, Oriol
24-Mar-2021Differential Replication for Credit Scoring in Regulated EnvironmentsUnceta, Irene; Nin, Jordi; Pujol Vila, Oriol
14-Sep-2020Copying Machine Learning ClassifiersUnceta, Irene; Nin, Jordi; Pujol Vila, Oriol
3-Oct-2020Environmental adaptation and differential replication in machine learningUnceta, Irene; Nin, Jordi; Pujol Vila, Oriol
21-May-2020Uncertainty-based Rejection Wrappers for Black-box ClassifiersMena, José; Pujol Vila, Oriol; Vitrià i Marca, Jordi
3-Nov-2020Risk mitigation in algorithmic accountability: The role of machine learning copiesUnceta, Irene; Nin, Jordi; Pujol Vila, Oriol

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