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, J Friedman
Springer Science & Business Media, 2009
559752009
Classification and regression trees
L Breiman, J Friedman, CJ Stone, RA Olshen
CRC press, 1984
494271984
Greedy function approximation: a gradient boosting machine
JH Friedman
Annals of statistics, 1189-1232, 2001
126432001
Regularization paths for generalized linear models via coordinate descent
J Friedman, T Hastie, R Tibshirani
Journal of statistical software 33 (1), 1, 2010
100792010
Multivariate adaptive regression splines
JH Friedman
The annals of statistics, 1-67, 1991
86631991
Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors)
J Friedman, T Hastie, R Tibshirani
Annals of statistics 28 (2), 337-407, 2000
76152000
The elements of statistical learning
J Friedman, T Hastie, R Tibshirani
Springer series in statistics 1 (10), 2001
64842001
Structure, function and diversity of the healthy human microbiome
C Huttenhower, D Gevers, R Knight, S Abubucker, JH Badger, ...
nature 486 (7402), 207, 2012
64512012
Sparse inverse covariance estimation with the graphical lasso
J Friedman, T Hastie, R Tibshirani
Biostatistics 9 (3), 432-441, 2008
45392008
Observation of Top Quark Production in Collisions with the Collider Detector at Fermilab
F Abe, H Akimoto, A Akopian, MG Albrow, SR Amendolia, D Amidei, ...
Physical review letters 74 (14), 2626, 1995
44961995
Stochastic gradient boosting
JH Friedman
Computational statistics & data analysis 38 (4), 367-378, 2002
44582002
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
35761977
Projection pursuit regression
JH Friedman, W Stuetzle
Journal of the American statistical Association 76 (376), 817-823, 1981
28171981
Regularized discriminant analysis
JH Friedman
Journal of the American statistical association 84 (405), 165-175, 1989
28121989
A statistical view of some chemometrics regression tools
LLE Frank, JH Friedman
Technometrics 35 (2), 109-135, 1993
26351993
A projection pursuit algorithm for exploratory data analysis
JH Friedman, JW Tukey
IEEE Transactions on computers 100 (9), 881-890, 1974
24241974
Estimating optimal transformations for multiple regression and correlation
L Breiman, JH Friedman
Journal of the American statistical Association 80 (391), 580-598, 1985
22181985
Pathwise coordinate optimization
J Friedman, T Hastie, H Höfling, R Tibshirani
Annals of applied statistics 1 (2), 302-332, 2007
21202007
Macroscopic measurement of resonant magnetization tunneling in high-spin molecules
JR Friedman, MP Sarachik, J Tejada, R Ziolo
Physical review letters 76 (20), 3830, 1996
20971996
Evidence for top quark production in p¯p collisions at √s =1.8 TeV
F Abe, MG Albrow, SR Amendolia, D Amidei, J Antos, C Anway-Wiese, ...
Physical Review D 50 (5), 2966, 1994
18811994
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