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Jerome H. Friedman | Researchclopedia

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Jerome H. Friedman

251

Works

216,146

Citations

73

h-index

135

i10-index

Research Topics

Advanced Statistical Methods and Models Particle physics theoretical and experimental studies Statistical Methods and Inference

Affiliations

Pennsylvania State University2016–2016

Lawrence Berkeley National Laboratory1966–1975

George Mason University2016–2016

Tel Aviv University2003–2003

York University2016–2016

Top Works

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman

200127,856 citations

Quantum Chromodynamics and Particle Interactions

High-Energy Particle Collisions Research

Classification and Regression Trees.

Alexander Gordon,Leo Breiman,et al.

198423,850 citations

The Elements of Statistical Learning

Trevor Hastie,Robert Tibshirani,et al.

200922,433 citations

Classification and Regression Trees.

John Van Ryzin,Leo Breiman,et al.

198621,013 citations

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Trevor Hastie,Robert Tibshirani,et al.

201319,346 citations

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome H. Friedman,Trevor Hastie,et al.

201016,660 citations

Regularization Paths for Generalized Linear Models via Coordinate Descent.

Jerome H. Friedman,Trevor Hastie,et al.

201013,979 citations

Multivariate Adaptive Regression Splines

Jerome H. Friedman

19918,036 citations

Stochastic gradient boosting

Jerome H. Friedman

20026,989 citations