Jerome H. Friedman

Stanford University (US)

Research Areas

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H-index

Publications

237

Citations

211134

i10-index

136

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Greedy function approximation: A gradient boosting...	2001	30372
The Elements of Statistical Learning	2009	24868
Classification and Regression Trees.	1984	23691
Classification and Regression Trees.	1986	20884
Regularization Paths for Generalized Linear Models...	2010	19897
The Elements of Statistical Learning: Data Mining,...	2013	19081
Multivariate Adaptive Regression Splines	1991	8062
Stochastic gradient boosting	2002	7104
Additive logistic regression: a statistical view o...	2000	6950
Classification And Regression Trees	2017	6736

Publications

1.
Greedy function approximation: A gradient boosting machine.
Year: 2001Citations: 30372DOI: 10.1214/aos/1013203451
2.
The Elements of Statistical Learning
Year: 2009Citations: 24868DOI: 10.1007/978-0-387-84858-7
3.
Classification and Regression Trees.
Year: 1984Citations: 23691DOI: 10.2307/2530946
4.
Classification and Regression Trees.
Year: 1986Citations: 20884DOI: 10.2307/2288003
5.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 19897DOI: 10.18637/jss.v033.i01
6.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19081DOI: 10.1007/978-0-387-84858-7
7.
Multivariate Adaptive Regression Splines
Year: 1991Citations: 8062DOI: 10.1214/aos/1176347963
8.
Stochastic gradient boosting
Year: 2002Citations: 7104DOI: 10.1016/s0167-9473(01)00065-2
9.
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
Year: 2000Citations: 6950DOI: 10.1214/aos/1016218223
10.
Classification And Regression Trees
Year: 2017Citations: 6736DOI: 10.1201/9781315139470

About Jerome H. Friedman

Jerome H. Friedman is a researcher with 237 publications and 211134 citations. They are affiliated with Stanford University. Their research focuses on . With an h-index of 74, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Citations per publication by year