Concepedia
Insurance Mathematics and Economics · 2020 · 36 citations · 42 references
Open access
ComputingComputer ScienceData ScienceFeature EngineeringMachine LearningStatistical LearningDimensionality ReductionFeature SelectionRepresentation LearningRegularized RegressionRegularized Regression ModelsSparse Feature RepresentationSparse LearningSparse Models
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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
A new look at the statistical model identification
Hirotugu Akaike · IEEE Transactions on Automatic Control · 1974 · 50.7K citations · Full text
Business, Biostatistics, Statistical Modeling +9
The meaning and use of the area under a receiver operating characteristic (ROC) curve.
J A Hanley, Barbara J. McNeil · Radiology · 1982 · 21.8K citations
Medicine, Biostatistics, Clinical Sciences +12
Regularization and Variable Selection Via the Elastic Net
Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text
Computing, Computer Science, Data Science +15
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations
Computing, Computer Science, Machine Learning +13