• Pegasos

  • Referenced in 98 articles [sw08752]
  • where λ is the regularization parameter of SVM. For a linear kernel, the total...
  • ErresTools

  • Referenced in 37 articles [sw38377]
  • ErresTools: Choosing a regularization parameter by error estimation. This small Matlab toolbox contains some functions ... determining a suitable value of the regularization parameter in TSVD and Tikhonov regularization by employing...
  • TIGRA

  • Referenced in 40 articles [sw02333]
  • Tikhonov regularized solutions with a fixed regularization parameter and a parameter iteration for satisfying...
  • SLEP

  • Referenced in 38 articles [sw13487]
  • solutions corresponding to a series of regularization parameters by the “warm-start” technique...
  • MinRes

  • Referenced in 33 articles [sw09350]
  • parameters like the conductivity and the regularization parameters. Furthermore, we analyze the asymptotic behavior...
  • Mincer

  • Referenced in 64 articles [sw09009]
  • diagrams with respect to the parameter of dimensional regularization up to terms which, in particular...
  • IR Tools

  • Referenced in 34 articles [sw26721]
  • method uses any special stopping criteria, regularization parameters, etc., then default values are set automatically...
  • Bolasso

  • Referenced in 28 articles [sw31649]
  • Lasso. For various decays of the regularization parameter, we compute asymptotic equivalents of the probability...
  • corner.m

  • Referenced in 26 articles [sw38380]
  • regularization methods for estimating the regularization parameter...
  • BLOOMP

  • Referenced in 25 articles [sw06454]
  • Lasso-BLOT with the optimized regularization parameter have the best performance. In the noiseless case...
  • MBresolve

  • Referenced in 21 articles [sw10421]
  • Mellin-Barnes integrals in the dimensional regularization parameter, or a parameter of the analytic regularization...
  • RegEM

  • Referenced in 17 articles [sw04943]
  • regularized estimation method replaces the conditional maximum likelihood estimation of regression parameters in the conventional ... fixed truncation parameter) and ridge regression with generalized cross-validation as regularized estimation methods ... modules that perform he regularized estimation of regression parameters (e.g., ridge regression and generalized cross ... methods and other methods of determiningca regularization parameter. Per-Christian Hansen’s Regularization Tools contain...
  • glasso

  • Referenced in 412 articles [sw07432]
  • undirected Gaussian graphical model, using ℓ 1 regularization to control the number of zeros ... models for different values of the tuning parameter. Convergence of glasso can be tricky...
  • na28

  • Referenced in 16 articles [sw11502]
  • that, except for the mandatory regularization parameter, the user needs not specify any parameters...
  • cosereg

  • Referenced in 15 articles [sw38381]
  • strategy for choosing the regularization parameter by comparing the results of different methods...
  • GKB-FP

  • Referenced in 14 articles [sw02082]
  • generated Krylov subspace. The regularization parameter for the projected problem is chosen by the fixed...
  • lbdtik

  • Referenced in 13 articles [sw38378]
  • solution a linear system, choosing the regularization parameter by minimizing an estimate of the error...
  • GCVPACK

  • Referenced in 13 articles [sw31699]
  • method of choosing a smoothing or regularization parameter and we describe the structure...
  • blasso

  • Referenced in 13 articles [sw06769]
  • Prior distributions are proposed for the regularization parameters, resulting in an infinite mixture of elastic...
  • DiSCO

  • Referenced in 11 articles [sw28439]
  • i.i.d. sampled and when the regularization parameter scales as 1/sqrtn, we show that the proposed...