Classification of temporal data using dynamic time warping and compressed learning

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 51.8K citations

Business, Biostatistics, Computer Science +17

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Sparse MRI: The application of compressed sensing for rapid MR imaging

Michael Lustig, David L. Donoho, John M. Pauly · Magnetic Resonance in Medicine · 2007 · 7K citations · Full text

Medicine, Biomedical Engineering, Radiology +17

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · The Annals of Statistics · 2000 · 7K citations · Full text

Computing, Computer Science, Mathematics +16

Dynamic programming algorithm optimization for spoken word recognition

Hiroaki Sakoe, Seibi Chiba · IEEE Transactions on Acoustics Speech and Signal Processing · 1978 · 6.5K citations

Computing, Computer Science, Algorithms +14