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Jerome Friedman
Jerome Friedman
Unknown affiliation
Verified email at stanford.edu
Title
Cited by
Cited by
Year
The elements of statistical learning: data mining, inference, and prediction
T Hastie, R Tibshirani, JH Friedman, JH Friedman
springer 2, 1-758, 2009
691932009
Classification and regression trees
L Breiman, JH Friedman, RA Olshen, CJ Stone
Routledge, 2017
560512017
Greedy function approximation: a gradient boosting machine
JH Friedman
Annals of statistics, 1189-1232, 2001
181082001
Regularization paths for generalized linear models via coordinate descent
J Friedman, T Hastie, R Tibshirani
Journal of statistical software 33 (1), 1, 2010
132102010
Multivariate adaptive regression splines
JH Friedman
The annals of statistics 19 (1), 1-67, 1991
97831991
Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors)
J Friedman, T Hastie, R Tibshirani
The annals of statistics 28 (2), 337-407, 2000
84422000
Structure, function and diversity of the healthy human microbiome
nature 486 (7402), 207-214, 2012
83942012
The elements of statistical learning: Data mining, inference, and prediction
J Friedman, R Tibshirani, T Hastie
Springer-Verlag New York, 2009
83562009
Stochastic gradient boosting
JH Friedman
Computational statistics & data analysis 38 (4), 367-378, 2002
59892002
Sparse inverse covariance estimation with the graphical lasso
J Friedman, T Hastie, R Tibshirani
Biostatistics 9 (3), 432-441, 2008
54812008
An algorithm for finding best matches in logarithmic expected time
JH Friedman, JL Bentley, RA Finkel
ACM Transactions on Mathematical Software (TOMS) 3 (3), 209-226, 1977
38771977
Projection pursuit regression
JH Friedman, W Stuetzle
Journal of the American statistical Association 76 (376), 817-823, 1981
30751981
Regularized discriminant analysis
JH Friedman
Journal of the American statistical association 84 (405), 165-175, 1989
29931989
A statistical view of some chemometrics regression tools
LLE Frank, JH Friedman
Technometrics 35 (2), 109-135, 1993
28681993
A projection pursuit algorithm for exploratory data analysis
JH Friedman, JW Tukey
IEEE Transactions on computers 100 (9), 881-890, 1974
25751974
Estimating optimal transformations for multiple regression and correlation
L Breiman, JH Friedman
Journal of the American statistical Association 80 (391), 580-598, 1985
24081985
Pathwise coordinate optimization
J Friedman, T Hastie, H Höfling, R Tibshirani
The annals of applied statistics 1 (2), 302-332, 2007
23262007
On bias, variance, 0/1—loss, and the curse-of-dimensionality
JH Friedman
Data mining and knowledge discovery 1 (1), 55-77, 1997
16281997
Regularization paths for Cox’s proportional hazards model via coordinate descent
N Simon, J Friedman, T Hastie, R Tibshirani
Journal of statistical software 39 (5), 1, 2011
14222011
A sparse-group lasso
N Simon, J Friedman, T Hastie, R Tibshirani
Journal of computational and graphical statistics 22 (2), 231-245, 2013
12952013
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