Chi, Chien-Ming; Vossler, Patrick; Fan, Yingying; Lv, Jinchi Asymptotic properties of high-dimensional random forests. (English) Zbl 1539.62190 Ann. Stat. 50, No. 6, 3415-3438 (2022). MSC: 62H30 62G08 62H12 62G20 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Goehry, Benjamin Random forests for time-dependent processes. (English) Zbl 1455.62172 ESAIM, Probab. Stat. 24, 801-826 (2020). MSC: 62M10 62H30 68T05 62G05 62G20 60G12 × Cite Format Result Cite Review PDF Full Text: DOI
Biau, Gérard; Scornet, Erwan; Welbl, Johannes Neural random forests. (English) Zbl 1437.62228 Sankhyā, Ser. A 81, No. 2, 347-386 (2019). MSC: 62H30 62M45 62G08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Athey, Susan; Tibshirani, Julie; Wager, Stefan Generalized random forests. (English) Zbl 1418.62102 Ann. Stat. 47, No. 2, 1148-1178 (2019). MSC: 62G05 62G07 62H30 68T05 62G08 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Duroux, Roxane; Scornet, Erwan Impact of subsampling and tree depth on random forests. (English) Zbl 1409.62072 ESAIM, Probab. Stat. 22, 96-128 (2018). MSC: 62G05 62H30 62G20 68T05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Chen, Yu-Chuan; Ahn, Hongshik; Chen, James J. High-dimensional Canonical Forest. (English) Zbl 07191976 J. Stat. Comput. Simulation 87, No. 5, 845-854 (2017). MSC: 62G99 × Cite Format Result Cite Review PDF Full Text: DOI
Scornet, Erwan Tuning parameters in random forests. (English) Zbl 1427.68273 ESAIM, Proc. Surv. 60, 144-162 (2017). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Arlot, Sylvain; Genuer, Robin Comments on: “A random forest guided tour”. (English) Zbl 1402.62131 Test 25, No. 2, 228-238 (2016). MSC: 62H30 62G08 68T05 × Cite Format Result Cite Review PDF Full Text: DOI HAL
Biau, Gérard; Scornet, Erwan A random forest guided tour. (English) Zbl 1402.62133 Test 25, No. 2, 197-227 (2016). MSC: 62H30 62G08 62G09 68T05 68R10 62-02 × Cite Format Result Cite Review PDF Full Text: DOI arXiv HAL
Scornet, Erwan On the asymptotics of random forests. (English) Zbl 1337.62063 J. Multivariate Anal. 146, 72-83 (2016). MSC: 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhu, Ruoqing; Zeng, Donglin; Kosorok, Michael R. Reinforcement learning trees. (English) Zbl 1374.68466 J. Am. Stat. Assoc. 110, No. 512, 1770-1784 (2015). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: DOI Link
Scornet, Erwan; Biau, Gérard; Vert, Jean-Philippe Consistency of random forests. (English) Zbl 1317.62028 Ann. Stat. 43, No. 4, 1716-1741 (2015). MSC: 62G05 62G20 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Clémençon, Stéphan; Depecker, Marine; Vayatis, Nicolas Ranking forests. (English) Zbl 1307.68065 J. Mach. Learn. Res. 14, 39-73 (2013). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: Link
Genuer, Robin Variance reduction in purely random forests. (English) Zbl 1254.62050 J. Nonparametric Stat. 24, No. 3, 543-562 (2012). MSC: 62G08 68T05 62G20 65C60 × Cite Format Result Cite Review PDF Full Text: DOI HAL
Biau, Gérard; Devroye, Luc On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification. (English) Zbl 1198.62048 J. Multivariate Anal. 101, No. 10, 2499-2518 (2010). MSC: 62H12 62G20 62G08 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Fan, Juanjuan; Nunn, Martha E.; Su, Xiaogang Multivariate exponential survival trees and their application to tooth prognosis. (English) Zbl 1452.62805 Comput. Stat. Data Anal. 53, No. 4, 1110-1121 (2009). MSC: 62P10 62-08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Cano, Andrés; Masegosa, Andrés R.; Moral, Serafín A Bayesian random split to build ensembles of classification trees. (English) Zbl 1245.62075 Sossai, Claudio (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 10th European conference, ECSQARU 2009, Verona, Italy, July 1–3, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-02905-9/pbk). Lecture Notes in Computer Science 5590. Lecture Notes in Artificial Intelligence, 469-480 (2009). MSC: 62H30 62C10 × Cite Format Result Cite Review PDF Full Text: DOI
Gray, J. Brian; Fan, Guangzhe Classification tree analysis using TARGET. (English) Zbl 1452.62445 Comput. Stat. Data Anal. 52, No. 3, 1362-1372 (2008). MSC: 62H30 62-08 68T05 90C59 × Cite Format Result Cite Review PDF Full Text: DOI
Meinshausen, Nicolai Quantile regression forests. (English) Zbl 1222.68262 J. Mach. Learn. Res. 7, 983-999 (2006). MSC: 68T05 62H30 × Cite Format Result Cite Review PDF Full Text: Link