Concepedia
Lecture notes in computer science · 2013 · 30 citations · 29 references
ComputingBiomedical EngineeringHealth InformaticsBiomedical ImagingCognitive PsychologyDiagnostic ImagingBrain ImagingCognitive ModelingDeep LearningMedical Image AnalysisMedical ImagingNeural NetworksCognitive Symptom PredictionComputerized Image AnalysisSparse Surrogate Models
29
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
Regularization Paths for Generalized Linear Models via Coordinate Descent
Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Journal of Statistical Software · 2010 · 17.1K citations · Full text
Natural Sciences, Computer Science, Mathematics +17
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.8K citations
Natural Sciences, Electrical Engineering, Mathematics +16
Regularization Paths for Generalized Linear Models via Coordinate Descent.
Jerome H. Friedman, Trevor Hastie, Rob Tibshirani · PubMed · 2010 · 14K citations · Full text
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
Joel A. Tropp, Anna C. Gilbert · IEEE Transactions on Information Theory · 2007 · 9.7K citations
Engineering, Computer Science, Electrical Engineering +8