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Friedman, Jerome Harold

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Author ID: friedman.jerome-h Recent zbMATH articles by "Friedman, Jerome Harold"
Published as: Friedman, Jerome H.; Friedman, Jerome; Friedman, Jerry; Friedman, J. H.; Friedman, J.
Homepage: https://statweb.stanford.edu/~jhf/
External Links: MGP · Wikidata · Google Scholar · dblp · GND · IdRef
Documents Indexed: 46 Publications since 1971, including 4 Books
Biographic References: 1 Publication

Publications by Year

Citations contained in zbMATH Open

38 Publications have been cited 5,790 times in 4,740 Documents Cited by Year
The elements of statistical learning. Data mining, inference, and prediction. Zbl 0973.62007
Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
950
2001
Classification and regression trees. Zbl 0541.62042
Breiman, Leo; Friedman, Jerome H.; Olshen, Richard A.; Stone, Charles J.
909
1984
The elements of statistical learning. Data mining, inference, and prediction. 2nd ed. Zbl 1273.62005
Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
882
2009
Sparse inverse covariance estimation with the graphical lasso. Zbl 1143.62076
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert
426
2008
Multivariate adaptive regression splines. Zbl 0765.62064
Friedman, Jerome H.
409
1991
A statistical view of some chemometrics regression tools. (With discussion). Zbl 0775.62288
Frank, Ildiko E.; Friedman, Jerome H.
323
1993
Pathwise coordinate optimization. Zbl 1378.90064
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert
271
2007
Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors). Zbl 1106.62323
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert
253
2000
Greedy function approximation: A gradient boosting machine. Zbl 1043.62034
Friedman, Jerome H.
249
2001
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
203
1985
A projection pursuit algorithm for exploratory data analysis. Zbl 0284.68079
Friedman, Jerome H.; Tukey, John W.
104
1974
An algorithm for finding best matches in logarithmic expected time. Zbl 0364.68037
Friedman, Jerome H.; Bentley, Jon Louis; Finkel, Raphael Ari
103
1977
Multivariate generalizations of the Wald-Wolfowitz and Smirnov two-sample tests. Zbl 0423.62034
Friedman, Jerome H.; Rafsky, Lawrence C.
88
1979
SparseNet: coordinate descent with nonconvex penalties. Zbl 1229.62091
Mazumder, Rahul; Friedman, Jerome H.; Hastie, Trevor
86
2011
Stochastic gradient boosting. Zbl 1072.65502
Friedman, Jerome H.
76
2002
Flexible parsimonious smoothing and additive modeling. Zbl 0672.65119
Friedman, Jerome H.; Silverman, Bernard W.
74
1989
Exploratory projection pursuit. Zbl 0664.62060
Friedman, Jerome H.
68
1987
Predicting multivariate responses in multiple linear regression. Zbl 0897.62068
Breiman, Leo; Friedman, Jerome H.
60
1997
Clustering objects on subsets of attributes. Zbl 1060.62064
Friedman, Jerome H.; Meulman, Jacqueline J.
57
2004
Graph-theoretic measures of multivariate association and prediction. Zbl 0528.62052
Friedman, Jerome H.; Rafsky, Lawrence C.
23
1983
Predictive learning via rule ensembles. Zbl 1149.62051
Friedman, Jerome H.; Popescu, Bogdan E.
23
2008
Discriminant analysis and clustering. Panel on discriminant analysis, classification, and clustering. Zbl 0955.62588
Gnanadesikan, Ramanathan; Blashfield, Roger K.; Breiman, Leo; Dunn, Olive J.; Friedman, Jerome H.
20
1989
On bagging and nonlinear estimation. Zbl 1104.62047
Friedman, Jerome H.; Hall, Peter
20
2007
Strong rules for discarding predictors in Lasso-type problems. Zbl 1411.62213
Tibshirani, Robert; Bien, Jacob; Friedman, Jerome; Hastie, Trevor; Simon, Noah; Taylor, Jonathan; Tibshirani, Ryan J.
19
2012
An algorithm for finding nearest neighbors. Zbl 0311.68059
Friedman, Jerome H.; Baskett, Forest; Shustek, Leonard J.
18
1975
A study of error variance estimation in Lasso regression. Zbl 1372.62023
Reid, Stephen; Tibshirani, Robert; Friedman, Jerome
15
2016
Fast algorithms for constructing minimal spanning trees in coordinate spaces. Zbl 0369.68027
Bentley, Jon Louis; Friedman, Jerome H.
10
1978
An overview of predictive learning and function approximation. Zbl 0846.62078
Friedman, Jerome H.
9
1994
A recursive partitioning decision rule for nonparametric classification. Zbl 0403.62036
Friedman, Jerome
8
1977
Note on “Comparison of model selection for regression” by Vladimir Cherkassky and Yunqian Ma. Zbl 1109.62302
Hastie, Trevor; Tibshirani, Rob; Friedman, Jerome
7
2003
Discussion on boosting papers. Zbl 1105.62314
Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
6
2004
Multidimensional additive spline approximation. Zbl 0525.65006
Friedman, Jerome H.; Grosse, Eric; Stuetzle, Werner
6
1983
Recent advances in predictive (machine) learning. Zbl 1336.62178
Friedman, Jerome H.
6
2006
A nested partitioning procedure for numerical multiple integration. Zbl 0467.65009
Friedman, Jerome H.; Wright, Margaret H.
3
1981
A tree-structured approach to nonparametric multiple regression. Zbl 0415.62046
Friedman, Jerome H.
2
1979
Approaches to analysis of data that concentrate near intermediate- dimensional manifolds. Zbl 0474.68097
Friedman, Jerome H.; Tukey, John W.; Tukey, Paul A.
2
1980
John W. Tukey’s work on interactive graphics. Zbl 1019.62002
Friedman, Jerome H.; Stuetzle, Werner
1
2002
From statistics to neural networks. Theory and pattern recognition applications. Proceedings of the NATO Advanced Study Institute, held in Les Arcs, Bourg Saint Maurice, France, June 21 - July 2, 1993. Zbl 0809.00025
Cherkassy, Vladimir (ed.); Friedman, Jerome H. (ed.); Wechsler, Harry (ed.)
1
1994
A study of error variance estimation in Lasso regression. Zbl 1372.62023
Reid, Stephen; Tibshirani, Robert; Friedman, Jerome
15
2016
Strong rules for discarding predictors in Lasso-type problems. Zbl 1411.62213
Tibshirani, Robert; Bien, Jacob; Friedman, Jerome; Hastie, Trevor; Simon, Noah; Taylor, Jonathan; Tibshirani, Ryan J.
19
2012
SparseNet: coordinate descent with nonconvex penalties. Zbl 1229.62091
Mazumder, Rahul; Friedman, Jerome H.; Hastie, Trevor
86
2011
The elements of statistical learning. Data mining, inference, and prediction. 2nd ed. Zbl 1273.62005
Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
882
2009
Sparse inverse covariance estimation with the graphical lasso. Zbl 1143.62076
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert
426
2008
Predictive learning via rule ensembles. Zbl 1149.62051
Friedman, Jerome H.; Popescu, Bogdan E.
23
2008
Pathwise coordinate optimization. Zbl 1378.90064
Friedman, Jerome; Hastie, Trevor; Höfling, Holger; Tibshirani, Robert
271
2007
On bagging and nonlinear estimation. Zbl 1104.62047
Friedman, Jerome H.; Hall, Peter
20
2007
Recent advances in predictive (machine) learning. Zbl 1336.62178
Friedman, Jerome H.
6
2006
Clustering objects on subsets of attributes. Zbl 1060.62064
Friedman, Jerome H.; Meulman, Jacqueline J.
57
2004
Discussion on boosting papers. Zbl 1105.62314
Friedman, Jerome; Hastie, Trevor; Rosset, Saharon; Tibshirani, Robert; Zhu, Ji
6
2004
Note on “Comparison of model selection for regression” by Vladimir Cherkassky and Yunqian Ma. Zbl 1109.62302
Hastie, Trevor; Tibshirani, Rob; Friedman, Jerome
7
2003
Stochastic gradient boosting. Zbl 1072.65502
Friedman, Jerome H.
76
2002
John W. Tukey’s work on interactive graphics. Zbl 1019.62002
Friedman, Jerome H.; Stuetzle, Werner
1
2002
The elements of statistical learning. Data mining, inference, and prediction. Zbl 0973.62007
Hastie, Trevor; Tibshirani, Robert; Friedman, Jerome
950
2001
Greedy function approximation: A gradient boosting machine. Zbl 1043.62034
Friedman, Jerome H.
249
2001
Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors). Zbl 1106.62323
Friedman, Jerome; Hastie, Trevor; Tibshirani, Robert
253
2000
Predicting multivariate responses in multiple linear regression. Zbl 0897.62068
Breiman, Leo; Friedman, Jerome H.
60
1997
An overview of predictive learning and function approximation. Zbl 0846.62078
Friedman, Jerome H.
9
1994
From statistics to neural networks. Theory and pattern recognition applications. Proceedings of the NATO Advanced Study Institute, held in Les Arcs, Bourg Saint Maurice, France, June 21 - July 2, 1993. Zbl 0809.00025
Cherkassy, Vladimir; Friedman, Jerome H.; Wechsler, Harry
1
1994
A statistical view of some chemometrics regression tools. (With discussion). Zbl 0775.62288
Frank, Ildiko E.; Friedman, Jerome H.
323
1993
Multivariate adaptive regression splines. Zbl 0765.62064
Friedman, Jerome H.
409
1991
Flexible parsimonious smoothing and additive modeling. Zbl 0672.65119
Friedman, Jerome H.; Silverman, Bernard W.
74
1989
Discriminant analysis and clustering. Panel on discriminant analysis, classification, and clustering. Zbl 0955.62588
Gnanadesikan, Ramanathan; Blashfield, Roger K.; Breiman, Leo; Dunn, Olive J.; Friedman, Jerome H.
20
1989
Exploratory projection pursuit. Zbl 0664.62060
Friedman, Jerome H.
68
1987
Estimating optimal transformations for multiple regression and correlation. Zbl 0594.62044
Breiman, Leo; Friedman, Jerome H.
203
1985
Classification and regression trees. Zbl 0541.62042
Breiman, Leo; Friedman, Jerome H.; Olshen, Richard A.; Stone, Charles J.
909
1984
Graph-theoretic measures of multivariate association and prediction. Zbl 0528.62052
Friedman, Jerome H.; Rafsky, Lawrence C.
23
1983
Multidimensional additive spline approximation. Zbl 0525.65006
Friedman, Jerome H.; Grosse, Eric; Stuetzle, Werner
6
1983
A nested partitioning procedure for numerical multiple integration. Zbl 0467.65009
Friedman, Jerome H.; Wright, Margaret H.
3
1981
Approaches to analysis of data that concentrate near intermediate- dimensional manifolds. Zbl 0474.68097
Friedman, Jerome H.; Tukey, John W.; Tukey, Paul A.
2
1980
Multivariate generalizations of the Wald-Wolfowitz and Smirnov two-sample tests. Zbl 0423.62034
Friedman, Jerome H.; Rafsky, Lawrence C.
88
1979
A tree-structured approach to nonparametric multiple regression. Zbl 0415.62046
Friedman, Jerome H.
2
1979
Fast algorithms for constructing minimal spanning trees in coordinate spaces. Zbl 0369.68027
Bentley, Jon Louis; Friedman, Jerome H.
10
1978
An algorithm for finding best matches in logarithmic expected time. Zbl 0364.68037
Friedman, Jerome H.; Bentley, Jon Louis; Finkel, Raphael Ari
103
1977
A recursive partitioning decision rule for nonparametric classification. Zbl 0403.62036
Friedman, Jerome
8
1977
An algorithm for finding nearest neighbors. Zbl 0311.68059
Friedman, Jerome H.; Baskett, Forest; Shustek, Leonard J.
18
1975
A projection pursuit algorithm for exploratory data analysis. Zbl 0284.68079
Friedman, Jerome H.; Tukey, John W.
104
1974
all top 5

Cited by 8,635 Authors

27 Bühlmann, Peter
25 Weber, Gerhard-Wilhelm
23 Tutz, Gerhard E.
22 Tibshirani, Robert John
19 Fan, Jianqing
19 Liu, Yufeng
19 Zou, Hui
18 Hastie, Trevor John
16 Hothorn, Torsten
16 Lian, Heng
16 Sugiyama, Masashi
16 Zhu, Ji
15 Liu, Han
14 Ma, Shuangge
13 Eguchi, Shinto
13 Ghosh, Anil Kumar
13 Hall, Peter Gavin
13 Hwang, Heungsun
13 Koo, Ja-Yong
13 Zhu, Lixing
12 Bertsimas, Dimitris John
12 Larocque, Denis
12 Mazumder, Rahul
12 Powell, Warren Buckler
12 Shen, Xiaotong
12 Van de Geer, Sara Anna
12 Yuan, Ming
11 Croux, Christophe
11 Kanamori, Takafumi
11 Li, Runze
11 Wasserman, Larry Alan
10 Bickel, Peter John
10 Carrizosa, Emilio
10 Kel’manov, Aleksandr Vasil’evich
10 Kim, Yongdai
10 Schmid, Matthias
10 Tibshirani, Ryan J.
10 Zopounidis, Constantin
9 Biau, Gérard
9 Boulesteix, Anne-Laure Isabeau
9 Boyd, Stephen Poythress
9 Jiao, Yuling
9 Mallick, Bani K.
9 Murata, Noboru
9 Pan, Wei
9 Pillonetto, Gianluigi
9 Siciliano, Roberta
9 Suykens, Johan A. K.
9 Witten, Daniela M.
9 Zhang, Cun-Hui
8 Bischl, Bernd
8 Cardot, Hervé
8 Chen, Victoria C. P.
8 Cuevas, Antonio
8 Doumpos, Michael
8 Fraiman, Ricardo
8 Friedman, Jerome Harold
8 Hand, David J.
8 Kawano, Shuichi
8 Kim, Hea-Jung
8 Kohler, Michael
8 Lausen, Berthold
8 Li, Hongzhe
8 Lin, Lu
8 Lipovetsky, Stan
8 Lv, Jinchi
8 Peng, Heng
8 Quintana, Fernando Andrés
8 Shi, Peide
8 Shih, Yu-Shan
8 Tsybakov, Alexandre B.
8 Wang, Mingqiu
8 Yu, Bin
8 Zhang, Chunxia
8 Zhang, Jiangshe
8 Zhang, Riquan
8 Zhang, Tong
7 Ahmed, Syed Ejaz
7 Binder, Harald
7 Cai, Tony Tony
7 Conversano, Claudio
7 Fan, Yingying
7 George, Edward I.
7 Ghosal, Subhashis
7 Huang, Jianhua Z.
7 Ishwaran, Hemant
7 Konishi, Sadanori
7 Li, Gaorong
7 Meinshausen, Nicolai
7 Müller, Juliane
7 Paterlini, Sandra
7 Rosset, Saharon
7 Takenouchi, Takashi
7 Taylor, Jonathan E.
7 Vieu, Philippe
7 Viroli, Cinzia
7 Wand, Matthew P.
7 Wu, Tongtong
7 Wu, Yichao
7 Wüthrich, Mario Valentin
...and 8,535 more Authors
all top 5

Cited in 450 Serials

382 Computational Statistics and Data Analysis
211 The Annals of Statistics
156 Machine Learning
137 The Annals of Applied Statistics
125 Journal of Multivariate Analysis
119 Electronic Journal of Statistics
115 Pattern Recognition
109 Computational Statistics
102 Statistics and Computing
99 Journal of the American Statistical Association
97 European Journal of Operational Research
89 Journal of Statistical Computation and Simulation
78 Biometrics
75 Neural Computation
74 Journal of Machine Learning Research (JMLR)
73 Journal of Statistical Planning and Inference
68 Statistical Science
64 Communications in Statistics. Theory and Methods
61 Journal of Applied Statistics
59 Statistical Analysis and Data Mining
53 Advances in Data Analysis and Classification. ADAC
52 Communications in Statistics. Simulation and Computation
47 Information Sciences
47 Neural Networks
46 Statistics & Probability Letters
38 Psychometrika
35 Data Mining and Knowledge Discovery
34 Journal of Econometrics
33 The Canadian Journal of Statistics
33 Journal of Classification
33 Mathematical Programming. Series A. Series B
33 Journal of Nonparametric Statistics
32 Test
31 Annals of the Institute of Statistical Mathematics
27 Annals of Operations Research
26 Journal of Computational and Applied Mathematics
26 Statistical Papers
25 Journal of the Royal Statistical Society. Series B. Statistical Methodology
25 Computational & Mathematical Methods in Medicine
24 Bernoulli
24 Quantitative Finance
23 Biometrical Journal
23 SIAM Journal on Scientific Computing
23 Statistical Modelling
22 Automatica
22 Journal of Global Optimization
21 Scandinavian Journal of Statistics
21 Fuzzy Sets and Systems
21 International Journal of Approximate Reasoning
20 Mathematical Problems in Engineering
20 Mathematical Geosciences
20 Journal of Agricultural, Biological, and Environmental Statistics
20 Bayesian Analysis
19 SIAM Journal on Optimization
18 Computational Optimization and Applications
17 Statistical Applications in Genetics and Molecular Biology
16 Artificial Intelligence
16 Annals of Mathematics and Artificial Intelligence
15 Automation and Remote Control
15 Statistical Methods and Applications
14 Computers & Operations Research
14 Mathematical and Computer Modelling
14 Computational Geosciences
14 Journal of the Korean Statistical Society
13 Lifetime Data Analysis
13 Computational Management Science
13 Statistical Methodology
13 Science China. Mathematics
13 Journal of Theoretical Biology
12 Statistics
12 SIAM/ASA Journal on Uncertainty Quantification
11 Computer Methods in Applied Mechanics and Engineering
11 Inverse Problems
11 Applied Mathematics and Computation
11 Applied Stochastic Models in Business and Industry
11 ASTIN Bulletin
11 Statistics Surveys
10 Computers & Mathematics with Applications
10 Information Processing Letters
10 Metrika
10 BIT
10 Journal of Optimization Theory and Applications
10 Theoretical Computer Science
10 Acta Mathematicae Applicatae Sinica. English Series
10 Applied Mathematical Modelling
10 INFORMS Journal on Computing
10 AStA. Advances in Statistical Analysis
9 Journal of Computational Physics
9 Computational Mathematics and Mathematical Physics
9 Journal of Mathematical Imaging and Vision
9 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
9 Optimization Methods & Software
9 International Journal of Applied Mathematics and Computer Science
9 Econometric Theory
8 International Journal of Control
8 International Journal of Systems Science
8 Journal of Fluid Mechanics
8 Insurance Mathematics & Economics
8 Journal of Time Series Analysis
8 Journal of Scientific Computing
...and 350 more Serials
all top 5

Cited in 52 Fields

3,445 Statistics (62-XX)
1,208 Computer science (68-XX)
807 Numerical analysis (65-XX)
481 Operations research, mathematical programming (90-XX)
329 Biology and other natural sciences (92-XX)
245 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
179 Probability theory and stochastic processes (60-XX)
113 Information and communication theory, circuits (94-XX)
97 Systems theory; control (93-XX)
90 Combinatorics (05-XX)
81 Geophysics (86-XX)
47 Linear and multilinear algebra; matrix theory (15-XX)
38 Calculus of variations and optimal control; optimization (49-XX)
35 Approximations and expansions (41-XX)
35 Functional analysis (46-XX)
30 Dynamical systems and ergodic theory (37-XX)
29 Fluid mechanics (76-XX)
23 Mechanics of deformable solids (74-XX)
19 Harmonic analysis on Euclidean spaces (42-XX)
16 General and overarching topics; collections (00-XX)
14 History and biography (01-XX)
14 Partial differential equations (35-XX)
14 Quantum theory (81-XX)
12 Operator theory (47-XX)
12 Statistical mechanics, structure of matter (82-XX)
8 Special functions (33-XX)
7 Astronomy and astrophysics (85-XX)
6 Ordinary differential equations (34-XX)
6 Algebraic topology (55-XX)
5 Mathematical logic and foundations (03-XX)
4 Real functions (26-XX)
4 Measure and integration (28-XX)
4 Integral transforms, operational calculus (44-XX)
4 Integral equations (45-XX)
4 Differential geometry (53-XX)
4 Classical thermodynamics, heat transfer (80-XX)
3 Convex and discrete geometry (52-XX)
3 Optics, electromagnetic theory (78-XX)
2 Order, lattices, ordered algebraic structures (06-XX)
2 Number theory (11-XX)
2 Commutative algebra (13-XX)
2 Algebraic geometry (14-XX)
2 Group theory and generalizations (20-XX)
2 Geometry (51-XX)
2 Manifolds and cell complexes (57-XX)
2 Mechanics of particles and systems (70-XX)
2 Relativity and gravitational theory (83-XX)
2 Mathematics education (97-XX)
1 Functions of a complex variable (30-XX)
1 Potential theory (31-XX)
1 Difference and functional equations (39-XX)
1 Global analysis, analysis on manifolds (58-XX)

Citations by Year

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