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Название Год Автор Ссылка Краткое содержание
Регрессионная модель, основанная на выпуклых комбинациях, максимально коррелирующих с откликом. 2015 А. А. Докукин, О. В. Сенько link -
Оптимальные выпуклые корректирующие процедуры в задачах высокой размерности. 2011 А. А. Докукин, О. В. Сенько link -
Correlation maximization in regression models based on convex combinations. 2011 Senko O., Dokukin A. link -
An optimal ensemble of predictors in convex correcting procedures. 2009 Senko O.V. link -
High dimensional data: p >> n in mathematical statistics and bio-medical applications. 2004 van de Geer Sara, van Houwelingen Johannes link -
Ridge Regression in Practice. 1975 Donald W. Marquardt and Ronald D. Snee link -
Regression Shrinkage and Selection via the Lasso. 1994 Robert Tibshirani link -
Regularization and variable selection via the elastic net. 2003 Hui Zou and Trevor Hastie link -
Least Angle Regression. 2004 Bradley Efron, Trevor Hastie, Iain Johnstone, Robert Tibshirani link -
Relaxed lasso. 2006 Meinshausen N. link -
A Sparse-Group lasso 2013 Noah Simon, Jerome Friedman, Trevor Hastie and Robert Tibshirani link -
Random generalized linear model: a highly accurate and interpretable ensemble predictor 2013 Song Lin, Langfelder Peter, Horvath Steve link -
Robust and sparse estimators for linear regression models 2017 Smucler E., Yohai V. J. link -
Regularization paths for generalized linear models via coordinate descent 2010 Jerome H. Friedman, Trevor Hastie, Rob Tibshirani link -
Stacked regressions 1996 Breiman L. link -
Random forests – random features 1999 Breiman L. link -
Ensembles of Regularized Linear Models 2001 Anthony Christidis, Laks V.S. Lakshmanan, Ezequiel Smucler, Ruben Zamar link -
Managing diversity in regression ensembles 2005 Brown G., Wyatt J.L., Tino P. link -