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 | 61 | 2020 |
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 | 25 | 2022 |
Model interpretation using improved local regression with variable importance GY Shimizu, R Izbicki, ACPLF de Carvalho arXiv preprint arXiv:2209.05371, 2022 | 2 | 2022 |
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 | 2 | 2021 |
A new LDA formulation with covariates GY Shimizu, R Izbicki, D Valle Communications in Statistics - Simulation and Computation, 1-18, 2023 | | 2023 |
Bandas de predição usando densidade condicional estimada e um modelo LDA com covariáveis GY Shimizu Universidade Federal de São Carlos, 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 |