SpaSM swMATH ID: 23903 Software Authors: Sjöstrand, K.; Clemmensen, L.; Einarsson, G.; Larsen, R.; Ersbøll, B. Description: SpaSM: A MATLAB Toolbox for Sparse Statistical Modeling. SpaSM is a Matlab toolbox for performing sparse regression, classification and principal component analysis. The toolbox has been developed at the Department of Informatics at the Technical University of Denmark. Development started in 2004 and the toolbox receives regular updates. The code is well documented and consists of a series of pure Matlab functions. Examples, test cases and utility functions are also included. The algorithms are based on the regularization path-following paradigm developed mainly at Stanford University Homepage: http://www2.imm.dtu.dk/projects/spasm/ Dependencies: Matlab Related Software: Matlab; R; penalizedLDA; Glmnet; msda; flare; MATLAB R-Link; lars; Octave; spca_am; scalreg; FASTCLIME; SLEP; spaceExt; glasso; sparseLDA; AlexNet; iHOG; Faster R-CNN; HOGgles Cited in: 5 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 12 Authors 1 Bozdogan, Hamparsum 1 Drineas, Petros 1 Fabozzi, Frank J. 1 Heidenreich, Konstantin 1 Kundu, Abhisek 1 Lenc, Karel 1 Magdon-Ismail, Malik 1 Mohebbi, Shima 1 Nazemi, Abdolreza 1 Pamukçu, Esra 1 Vedaldi, Andrea 1 Wei, Ke Cited in 5 Serials 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Mathematical Programming. Series A. Series B 1 International Journal of Computer Vision 1 Journal of Machine Learning Research (JMLR) Cited in 4 Fields 4 Statistics (62-XX) 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year