Jerome H. Friedman
- Greedy function approximation: A gradient boosting machine.
2001/10/01 by Jerome H. Friedman · 235 citations
- Multivariate Adaptive Regression Splines
1991/03/01 by Jerome H. Friedman · 84 citations
Computer Science · Engineering · #Neural Networks and Applications #Control Systems and Identification #Image and Signal Denoising Methods
- Stochastic gradient boosting
2002/02/01 by Jerome H. Friedman · 77 citations
Mathematics · Engineering · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques
- A Statistical View of Some Chemometrics Regression Tools
1993/05/01 by lldiko E. Frank, Jerome H. Friedman · 47 citations
Chemistry · Computer Science · Mathematics · #Spectroscopy and Chemometric Analyses #Computational Drug Discovery Methods #Advanced Statistical Methods and Models
- A Sparse-Group Lasso
2012/09/10 by Noah Simon, Jerome H. Friedman, Jerome Friedman +2 · 29 citations
Mathematics · Medicine · #COVID-19 epidemiological studies #Statistical Methods and Inference #Systemic Lupus Erythematosus Research
- An Algorithm for Finding Best Matches in Logarithmic Expected Time
1977/09/01 by Jerome H. Friedman, Jon Louis Bentley, Raphael Ari Finkel · 13 citations
- Bump hunting in high-dimensional data
1999/04/01 by Jerome H. Friedman, Nicholas I. Fisher, N. I. Fisher · 5 citations
Computer Science · #Data Mining Algorithms and Applications #Data Management and Algorithms #Rough Sets and Fuzzy Logic