Jerome H. Friedman

Jerome H. Friedman is a person.

• See: CART Decision Tree Algorithm, Computational Statistics.

---

---

References

• Professional Homepage: http://www-stat.stanford.edu/~jhf/
• http://www-stat.stanford.edu/brochure/part4.html#friedman
• DBLP Author Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/f/Friedman:Jerome_H=.html

2009

• (Hastie et al., 2009) ⇒ Trevor Hastie, Robert Tibshirani, and Jerome H. Friedman. (2009). “The Elements of Statistical Learning: Data Mining, Inference, and Prediction; 2nd edition." Springer-Verlag. ISBN:0387848576

2008

• (Friedman et al., 2008) ⇒ Jerome H. Friedman, Trevor Hastie, and Robert Tibshirani. (2008). “Sparse Inverse Covariance Estimation with the Graphical Lasso.” In: Biostatistics, 9(3). (doi:10.1093/biostatistics/kxm045).

2002

• (Friedman, 2002) ⇒ Jerome H. Friedman. (2002). “Stochastic Gradient Boosting.” In: Computational Statistics & Data Analysis 38, no. 4

2001

• (Friedman, 2001) ⇒ Jerome H. Friedman. (2001). “Greedy Function Approximation: A gradient boosting machine.” In: The Annals of Statistics, 29(5) doi:10.1214/aos/1013203451
• (Hastie et al., 2001) ⇒ Trevor Hastie, Robert Tibshirani, and Jerome H. Friedman. (2001). “The Elements of Statistical Learning: Data Mining, Inference, and Prediction; 1st edition." Springer-Verlag. ISBN:0387952845

2000

• (Friedman et al., 2000) ⇒ Jerome Friedman, Trevor Hastie, and Robert Tibshirani. (2000). “Additive logistic regression: a statistical view of boosting. Annals of Statistics 28(2).

1996

• (Friedman et al., 1996) ⇒ Jerome H. Friedman, Ron Kohavi, and Yeogirl Yun. (1996). “Lazy Decision Trees.” In: Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI 1996).

1984

• (Breiman et al., 1984) ⇒ Leo Breiman, Jerome H. Friedman, Charles J. Stone, and R. A. Olshen. (1984). “Classification and Regression Trees." Chapman & Hall/CRC. ISBN:0412048418

1981

• (Friedman & Stuetzle, 1981) ⇒ Jerome H. Friedman and W. Stuetzle. (1981). “Projection Pursuit Regression", Journal of the American Statistical Association, 76. doi:10.1080/01621459.1981.10477729

1977

• (Friedman et al., 1977) ⇒ Jerome H. Friedman, J. L. Bentley, and R. A. Finkel. (1977). “An Algorithm for Finding Best Matches in Logarithmic Expected Time.” In: ACM Transactions on Math. Software, 3(3).

---