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| Issue Date | Title | Author(s) |
| 8-Oct-2021 | A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian Perspective | Mena Roldán, José; Pujol Vila, Oriol; Vitrià i Marca, Jordi |
| 26-Jun-2016 | A tensor based approach for temporal topic modeling | Julià Carrillo, Oriol |
| 2-Sep-2021 | Accuracy comparison between Sparse Autoregressive and XGBoost models for high-dimensional product sales forecasting | Ras Jiménez, Blai |
| 18-Jul-2022 | Aleatoric Uncertainty Modelling in Regression Problems using Deep Learning | Brando Guillaumes, Axel |
| 20-Jun-2021 | Algorithmic causal effect identification | Pedemonte Bernat, Martí |
| 17-Jan-2024 | An introduction to neural ordinary differential equations | Baldillou Salse, Pau |
| 1-Sep-2023 | Anatomical landmarks localization for capsule endoscopy studies | Laiz Treceño, Pablo; Vitrià i Marca, Jordi; Gilabert Roca, Pere; Wenzek, Hagen; Malagelada Grau, Cristina; Watson, Angus J. M.; Seguí Mesquida, Santi |
| 13-Sep-2020 | Anàlisi causal: estudi de les relacions causa-efecte i aplicació a l’anàlisi de dades | Ràmia Rodríguez, Aleix |
| 15-Jan-2023 | Applying AutoML techniques in drug discovery: systematic modelling of antimicrobial drug activity on a wide spectrum of pathogens | Torre García, Marcos de la |
| 24-Feb-2023 | Apunts de l'assignatura "Deep Learning" | Vitrià i Marca, Jordi |
| 13-Jun-2022 | Article similarities using transformers | Beaus Iranzo, Rafael |
| 13-Oct-2022 | Artificial intelligence to improve polyp detection and screening time in colon capsule endoscopy | Gilabert Roca, Pere; Vitrià i Marca, Jordi; Laiz Treceño, Pablo; Malagelada Prats, Carolina; Watson, Angus; Wenzek, Hagen; Seguí Mesquida, Santi |
| 27-Jun-2018 | Attribution methods for deep convolutional networks | Brasó Andilla, Guillem |
| 17-Aug-2011 | Automatic Prediction of Facial Trait Judgments: Appearance vs. Structural Models | Rojas, Mario; Masip, David; Todorov, Alexander B.; Vitrià i Marca, Jordi |
| 1-Jul-2019 | Bioactivity-oriented de novo design of small molecules by conditional variational autoencoders | Castrelo Cid, Alex |
| 2-Jul-2020 | Building uncertainty models on top of black-box predictive APIs | Brando Guillaumes, Axel; Torres, Damià; Rodriguez-Serrano, José A.; Vitrià i Marca, Jordi |
| 8-Sep-2022 | CatLC: Catalonia Multiresolution Land Cover Dataset | García Rodríguez, Carlos; Mora Sacristán, Oscar; Pérez-Aragüés, Fernando; Vitrià i Marca, Jordi |
| 12-May-2023 | Causality without Estimands: from Causal Estimation to Black-Box Introspection | Parafita, Álvaro |
| 1-Sep-2023 | Cerrando una brecha: una reflexión multidisciplinar sobre la discriminación algorítmica. | Dellunde i Clavé, Pilar; Pujol Vila, Oriol; Vitrià i Marca, Jordi |
| 20-Jun-2021 | Comparison of predictive methods of the COVID-19 pandemic evolution | Solà Roca, Albert |
