• spikeSlabGAM

  • Referenced in 9 articles [sw07415]
  • mixed models. Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed...
  • Mincer

  • Referenced in 68 articles [sw09009]
  • with respect to the parameter of dimensional regularization up to terms which, in particular ... subtraction scheme in four-dimensional quantum field models...
  • regsem

  • Referenced in 4 articles [sw20287]
  • regsem: Regularized Structural Equation Modeling. The regsem package in R, an implementation of regularized structural ... broad array of structural equations models. The forms of regularization include both the ridge (Hoerl ... RegSEM is particularly useful for structural equation models that have a small parameter to sample...
  • Glmnet

  • Referenced in 11 articles [sw25026]
  • Matlab: Lasso and elastic-net regularized generalized linear models. This is a Matlab port...
  • ncvreg

  • Referenced in 8 articles [sw08179]
  • penalized regression models. Efficient algorithms for fitting regularization paths for linear or logistic regression models...
  • tvreg

  • Referenced in 27 articles [sw14426]
  • variation (TV) regularized image denoising, deconvolution, and inpainting. Three different noise models are supported: Gaussian...
  • AntisymmetricRNN

  • Referenced in 7 articles [sw27774]
  • data. Learning long-term dependencies using these models remains difficult though, due to exploding ... much more predictable dynamics. It outperforms regular LSTM models on tasks requiring long-term memory...
  • CFDShip-Iowa

  • Referenced in 17 articles [sw07507]
  • analysis of broaching for a model surface combatant with explicit simulation of moving rudders ... broaching in following regular waves are studied by analysis of free model computations. Simulations...
  • ARMCI

  • Referenced in 14 articles [sw04639]
  • global-addres space communication model in context of distributed regular or irregular distributed data structures ... recently by the Center for Programming Models for Scalable Parallel Computing...
  • MARS

  • Referenced in 10 articles [sw14516]
  • mapping and adjusting regular semialgebraic sets. Our mathematical model for moving material regions ... metric space of bounded regular semianalytic sets, equipped with Boolean algebras and advected by homeomorphic ... concatenating three unitary operations on the modeling space, bound its overall IT error...
  • blasso

  • Referenced in 13 articles [sw06769]
  • modeling with the orthant normal prior The elastic net procedure is a form of regularized ... estimate as the posterior mode. The resulting model-based framework allows for a methodology that ... shown to be conjugate for linear regression models, and an alternate representation as a scale ... regularization parameters, resulting in an infinite mixture of elastic net regression models that allows...
  • bayesreg

  • Referenced in 5 articles [sw31331]
  • package to perform Bayesian regularization using Stan. Models are pre-compiled and run using ... Stan. Currently only supports Bayesian regularization for linear regression models. Multiple shrinkage priors are implemented...
  • PASS

  • Referenced in 8 articles [sw21858]
  • addition, we use an automaton model to handle regular expressions and reason about string values...
  • DnCNN

  • Referenced in 45 articles [sw39678]
  • Deep CNN for Image Denoising. Discriminative model learning for image denoising has been recently attracting ... very deep architecture, learning algorithm, and regularization method into image denoising. Specifically, residual learning ... performance. Different from the existing discriminative denoising models which usually train a specific model...
  • CMARS

  • Referenced in 28 articles [sw08523]
  • data, but a simple model. par In this article, we use a penalized residual ... squares for MARS as a Tikhonov regularization problem, and treat this with continuous optimization technique ... becoming an important complementary and model-based alternative to the backward stepwise algorithm. The performance...
  • LiQuor

  • Referenced in 18 articles [sw04136]
  • tool for verifying probabilistic reactive systems modelled Probmela programs, which are terms of a probabilistic ... omega-regular linear time properties by means of automata-based model checking algorithms...
  • rare

  • Referenced in 4 articles [sw39392]
  • package rare: Linear Model with Tree-Based Lasso Regularization for Rare Features. Implementation ... fitting a linear model with tree-based lasso regularization, which is proposed in Algorithm ... package allows efficient model fitting on the entire 2-dimensional regularization path for large datasets...
  • FADA

  • Referenced in 4 articles [sw16021]
  • decorrelation step based on a factor modeling of the dependence among covariates and a classification ... method. The available methods are Lasso regularized logistic model (see Friedman et al. (2010)), sparse...
  • PixelCNN++

  • Referenced in 4 articles [sw35021]
  • rather than R/G/B sub-pixels, simplifying the model structure. 3) We use downsampling to efficiently ... further speed up optimization. 5) We regularize the model using dropout. Finally, we present state...