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Gilson Yuuji Shimizu
Gilson Yuuji Shimizu
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Title
Cited by
Cited by
Year
Flexible distribution-free conditional predictive bands using density estimators
R Izbicki, G Shimizu, R Stern
Proceedings of Machine Learning Research - AISTATS 108, 3068-3077, 2020
832020
CD-split and HPD-split: Efficient Conformal Regions in High Dimensions
R Izbicki, G Shimizu, RB Stern
Journal of Machine Learning Research 23, 1−32, 2022
522022
Model interpretation using improved local regression with variable importance
GY Shimizu, R Izbicki, ACPLF de Carvalho
arXiv preprint arXiv:2209.05371, 2022
32022
The Latent Dirichlet Allocation model with covariates (LDAcov): A case study on the effect of fire on species composition in Amazonian forests
D Valle, G Shimizu, R Izbicki, L Maracahipes, DV Silverio, LN Paolucci, ...
Ecology and evolution 11 (12), 7970-7979, 2021
22021
Machine learning-based risk prediction for major adverse cardiovascular events in a Brazilian hospital: Development, external validation, and interpretability
GY Shimizu, M Schrempf, EA Romão, S Jauk, D Kramer, PP Rainer, ...
Plos one 19 (10), e0311719, 2024
2024
External validation and interpretability of machine learning-based risk prediction for major adverse cardiovascular events
GY Shimizu, EA Romão, JAC Da Costa, JM de Azevedo-Marques, ...
2024 IEEE 37th International Symposium on Computer-Based Medical Systems …, 2024
2024
A new LDA formulation with covariates
GY Shimizu, R Izbicki, D Valle
Communications in Statistics - Simulation and Computation, 1-18, 2023
2023
Bandas de predià § ã o usando densidade condicional estimada e um modelo LDA com covariá veis
GY Shimizu
Universidade de Sã o Paulo, 2021
2021
ESTIMAÇÃO DO TAMANHO DE UMA POPULAÇÃO PELO PROCESSO DE CAPTURA-RECAPTURA COM UM ÚNICO ESTÁGIO DE MARCAÇÃO
GY SHIMIZU, JG LEITE, NI TANAKA
Rev. Mat. Estat 24 (4), 35-49, 2006
2006
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Articles 1–9