From predictive to prescriptive analytics: A data-driven multi-item newsvendor model

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations

Computing, Computer Science, Machine Learning +12

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot, Yoshua Bengio · 2010 · 12.7K citations

Computing, Computer Science, Artificial Intelligence +13

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

Natural Sciences, Computer Science, Algorithms +8

Another look at measures of forecast accuracy

Rob J. Hyndman, Anne B. Koehler · International Journal of Forecasting · 2006 · 5.3K citations

Computing, Mathematics, Meteorology +16