Zobrazeno 1 - 10
of 2 224
pro vyhledávání: '"Gasparin A"'
The problem of combining p-values is an old and fundamental one, and the classic assumption of independence is often violated or unverifiable in many applications. There are many well-known rules that can combine a set of arbitrarily dependent p-valu
Externí odkaz:
http://arxiv.org/abs/2404.03484
Autor:
Gasparin, Matteo, Ramdas, Aaditya
Conformal prediction equips machine learning models with a reasonable notion of uncertainty quantification without making strong distributional assumptions. It wraps around any black-box prediction model and converts point predictions into set predic
Externí odkaz:
http://arxiv.org/abs/2403.15527
Autor:
McCall, Hannah, Reiprich, Thomas H., Veronica, Angie, Pacaud, Florian, Sanders, Jeremy, Edler, Henrik W., Brüggen, Marcus, Bulbul, Esra, de Gasparin, Francesco, Gatuzz, Efrain, Liu, Ang, Merloni, Andrea, Migkas, Konstantinos, Zhang, Xiaoyuan
Publikováno v:
A&A 689, A113 (2024)
As the closest galaxy cluster, the Virgo Cluster is an exemplary environment for the study of the large-scale filamentary structure and physical effects that are present in cluster outskirts but absent from the more easily studied inner regions. Here
Externí odkaz:
http://arxiv.org/abs/2401.17296
Autor:
Gasparin, Matteo, Ramdas, Aaditya
Given $K$ uncertainty sets that are arbitrarily dependent -- for example, confidence intervals for an unknown parameter obtained with $K$ different estimators, or prediction sets obtained via conformal prediction based on $K$ different algorithms on
Externí odkaz:
http://arxiv.org/abs/2401.09379
Autor:
Raviola, Elena, Gasparin, Marta
Publikováno v:
Qualitative Research in Organizations and Management: An International Journal, 2024, Vol. 19, Issue 5, pp. 35-53.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/QROM-06-2024-2757
By exploiting the theory of skew-symmetric distributions, we generalise existing results in sensitivity analysis by providing the analytic expression of the bias induced by marginalization over an unobserved continuous confounder in a logistic regres
Externí odkaz:
http://arxiv.org/abs/2306.09969
Autor:
Detommaso, Gianluca, Gasparin, Alberto, Donini, Michele, Seeger, Matthias, Wilson, Andrew Gordon, Archambeau, Cedric
We present Fortuna, an open-source library for uncertainty quantification in deep learning. Fortuna supports a range of calibration techniques, such as conformal prediction that can be applied to any trained neural network to generate reliable uncert
Externí odkaz:
http://arxiv.org/abs/2302.04019
Autor:
Edgard Torres dos Reis-Neto, Luciana Parente Costa Seguro, Emília Inoue Sato, Eduardo Ferreira Borba, Evandro Mendes Klumb, Lilian Tereza Lavras Costallat, Marta Maria das Chagas Medeiros, Eloisa Bonfá, Nafice Costa Araújo, Simone Appenzeller, Ana Carolina de Oliveira e Silva Montandon, Emily Figueiredo Neves Yuki, Roberto Cordeiro de Andrade Teixeira, Rosa Weiss Telles, Danielle Christinne Soares do Egypto, Francinne Machado Ribeiro, Andrese Aline Gasparin, Antonio Silaide de Araujo Junior, Cláudia Lopes Santoro Neiva, Debora Cerqueira Calderaro, Odirlei Andre Monticielo
Publikováno v:
Advances in Rheumatology, Vol 64, Iss 1, Pp 1-25 (2024)
Abstract Objective To develop the second evidence-based Brazilian Society of Rheumatology consensus for diagnosis and treatment of lupus nephritis (LN). Methods Two methodologists and 20 rheumatologists from Lupus Comittee of Brazilian Society of Rhe
Externí odkaz:
https://doaj.org/article/172d6efdcf1c427985c669b300fd3cb2
Autor:
Alexandre Wagner S. de Souza, João Gabriel Dantas, Ana Carolina de Oliveira e Silva Montandon, Ana Luísa Calich, Andrea Rocha de Saboia Mont’ Alverne, Andrese Aline Gasparin, Dante Bianchi, Emily Figueiredo Neves Yuki, Nathalia Sacilotto, Edgard Torres dos Reis Neto, Odirlei André Monticielo, Ivanio Alves Pereira
Publikováno v:
Advances in Rheumatology, Vol 64, Iss 1, Pp 1-9 (2024)
Abstract Objective To review current literature to support the use of mesna as a preventive therapy for hemorrhagic cystitis and bladder cancer in patients with systemic autoimmune diseases and systemic vasculitis treated with cyclophosphamide. Mater
Externí odkaz:
https://doaj.org/article/2834b04be692464fb08b1b9f4dad224e
Autor:
Mirhelen Mendes de Abreu, Odirlei Andre Monticielo, Vander Fernandes, Dalianna Luise Andrade Souto Rodrigues, Cristhiane Almeida Leite da Silva, Alexandre Cristovão Maiorano, Fernando dos Santos Beserra, Flavia Rachel Moreira Lamarão, Bruna Medeiros Gonçalves de Veras, Nathalie David, Magda Araújo, Marcelly Cristinny Ribeiro Alves, Matheus Amaral Stocco, Fernando Mello Lima, Emilly Borret, Andrese Aline Gasparin, Gustavo Flores Chapacais, Guilherme Andrade Bulbol, Diogo da Silva Lima, Natália Jardim Martins da Silva, Marta Maria Costa Freitas, Blanca Elena Rios Gomes Bica, Domingos Sávio Nunes de Lima, Marta Maria das Chagas Medeiros
Publikováno v:
Advances in Rheumatology, Vol 64, Iss 1, Pp 1-14 (2024)
Abstract Background A cost of illness (COI) study aims to evaluate the socioeconomic burden that an illness imposes on society as a whole. This study aimed to describe the resources used, patterns of care, direct cost, and loss of productivity due to
Externí odkaz:
https://doaj.org/article/cf99a46dff4a48a984ed4a2308e851e7