Concepedia
Automatica · 2017 · 110 citations · 86 references
State EstimationNonlinear FilteringEngineeringObserver DesignEstimation TheorySignal Processing
86
Regression Shrinkage and Selection Via the Lasso
Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 50.3K citations
Engineering, High-dimensional Method, Robust Modeling +14
A New Approach to Linear Filtering and Prediction Problems
R. E. Kalman · Journal of Basic Engineering · 1960 · 30.4K citations
Nonlinear Filtering, Engineering, Stochastic Analysis +17
Compressed sensing
David L. Donoho · IEEE Transactions on Information Theory · 2006 · 22.8K citations
Image Analysis, Engineering, Image Coding +11
Regularization and Variable Selection Via the Elastic Net
Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 20.1K citations · Full text
Regularization Paths for Generalized Linear Models via Coordinate Descent
Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Journal of Statistical Software · 2010 · 16.3K citations · Full text
Engineering, Machine Learning, Regularization Path +11