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Tag lasso [24 articles]

Recent papers classified by the tag lasso.
  • Penalized feature selection and classification in bioinformatics
    Brief Bioinform, Vol. 9, No. 5. (1 September 2008), pp. 392-403.
    by Shuangge Ma, Jian Huang
    posted to penalty lasso feature-selection elastic-net classification by robertvandenberg on 2008-08-13 14:48:03 as ** along with 1 person neils
  • LASSO-Patternsearch algorithm with application to ophthalmology data
    (30 Oct 2006)
    by Weiliang Shi, Grace Wahba, Stephen Wright, Kristine Lee, Ronald Klein, Barbara Klein
    posted to algorithm genomic lasso ophthalmology patternsearch by rayzhang on 2008-03-08 21:11:32 as *****
  • Large-Scale Bayesian Logistic Regression for Text Categorization
    Technometrics, Vol. 49, No. 3. (August 2007), pp. 291-304.
    by Genkin, Alexander, Lewis, D David, Madigan, David
    posted to logistic-regression lasso classification bayesian by pcarbo on 2008-05-08 02:21:00 as ** along with 1 person yaroslavvb
  • Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems
    Selected Topics in Signal Processing, IEEE Journal of, Vol. 1, No. 4. (2007), pp. 586-597.
    by MAT Figueiredo, RD Nowak, SJ Wright
    posted to regression optimization lasso by pcarbo on 2008-05-22 02:32:30 as **
  • An Interior-Point Method for Large-Scale L1-Regularized Logistic Regression
    J. Mach. Learn. Res., Vol. 8 (2007), pp. 1519-1555.
    by Kwangmoo Koh, Seung-Jean Kim, Stephen Boyd
    posted to regression optimization lasso interior-point-methods by pcarbo on 2008-04-12 00:08:13 as *** along with 1 person daniel51
  • Adaptive sparseness for supervised learning
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 25, No. 9. (2003), pp. 1150-1159.
    by MAT Figueiredo
    posted to bayesian lasso supervised-learning by pcarbo on 2008-04-21 18:51:46 as ***
  • Least angle regression
    Ann. Statist., Vol. 32, No. 2. (2004), pp. 407-499.
    by Bradley Efron, Trevor Hastie, Iain Johnstone, Robert Tibshirani
    posted to lasso regression by mukundn on 2005-11-30 18:24:46 as ** along with 1 person and 1 group ecome LTN
  • the Lasso and its dual
    (1998)
    by M Osborne, B Presnell, B Turlach
    posted to lasso regression shrinkage by mukundn on 2005-11-30 08:50:42 as **
  • Regression shrinkage and selection via the lasso
    (1994)
    by R Tibshirani
    posted to lasso regression shrinkage by mukundn on 2005-11-30 08:50:22 as ** along with 2 people and 1 group bpiwowar bpacker vision-ng
  • Regression shrinkage and selection via the lasso
    J. Roy. Statist. Soc. Ser. B, Vol. 58, No. 1. (1996), pp. 267-288.
    by Robert Tibshirani
    posted to lasso regression by mukundn on 2005-11-30 18:25:53 as ** along with 1 person sbarthelme
  • Model selection and estimation in regression with grouped variables
    Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 68, No. 1. (February 2006), pp. 49-67.
    by Ming Yuan, Yi Lin
    posted to feature-selection lasso by mmunson on 2008-02-27 06:49:54 as **
  • The lasso-a novel method for predictive covariate model building in nonlinear mixed effects models
    Journal of Pharmacokinetics and Pharmacodynamics, Vol. 34, No. 4. (August 2007), pp. 485-517.
    by Ribbing, Jakob, Nyberg, Joakim, Caster, Ola, Jonsson,
    posted to mixed-model lasso by jyuh on 2007-12-11 02:37:32 as ** along with 1 person austin987
  • Grafting: fast, incremental feature selection by gradient descent in function space
    J. Mach. Learn. Res., Vol. 3 (2003), pp. 1333-1356.
    by Simon Perkins, Kevin Lacker, James Theiler
    posted to algorithms lasso by bpacker to the group vision-ng on 2006-03-28 02:13:26 as *** along with 2 people markusd yaroslavvb
  • Sparse multinomial logistic regression: fast algorithms and generalization bounds
    Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 27, No. 6. (2005), pp. 957-968.
    by B Krishnapuram, L Carin, MAT Figueiredo, AJ Hartemink
    posted to algorithms lasso by bpacker to the group vision-ng on 2006-03-28 01:36:37 as **** along with 1 person davidr
  • LASSO-Patternsearch algorithm with application to ophthalmology data
    (30 Oct 2006)
    by Weiliang Shi, Grace Wahba, Stephen Wright, Kristine Lee, Ronald Klein, Barbara Klein
    posted to hazard lasso semiparametric cox-model survival-analysis by gagliol on 2006-11-03 10:06:47 as **
  • Regression shrinkage and selection via the lasso
    (1994)
    by R Tibshirani
    posted to lasso least-squares ridge-regression by daniel51 on 2008-03-08 18:05:51 as ***** along with 1 person srikanth1973
  • Union support recovery in high-dimensional multivariate regression
    (5 Aug 2008)
    by Guillaume Obozinski, Martin J Wainwright, Michael I Jordan
    posted to regression lasso high_dimensionality arxiv by dah on 2008-08-07 09:09:43 as **
  • Parameter estimation of high-dimensional linear differential equations
    (27 Apr 2008)
    by Heng Lian
    posted to sysbio scad parameter_estimation ode lasso arxiv by dah on 2008-04-29 09:55:51 as **
  • Penalized Estimating Equations
    Biometrics, Vol. 59, No. 1. (2003), pp. 126-132.
    by Wenjiang J Fu
    posted to lasso gee by cyberwulf on 2008-08-19 18:46:17 as **
  • Regression Shrinkage and Selection via the Lasso
    by Robert Tibshirani
    posted to feature_selection lasso by BrianTomasik on 2008-03-01 20:15:30 as **
  • Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors.
    Statistics in Medicine, Vol. 15, No. 4. (28 February 1996), pp. 361-387.
    by FE Harrell, KL Lee, DB Mark
    posted to lasso by austin987 on 2008-02-07 02:29:48 as **
  • A Strongly Consistent Procedure for Model Selection in a Regression Problem
    Biometrika, Vol. 76, No. 2. (1989), pp. 369-374.
    by CR Rao, Y Wu
    posted to lasso by austin987 on 2008-02-07 01:10:41 as **
  • Asymptotics for Lasso-Type Estimators
    The Annals of Statistics, Vol. 28, No. 5. (2000), pp. 1356-1378.
    by Keith Knight, Wenjiang Fu
    posted to lasso by austin987 on 2008-02-06 20:50:39 as **
  • Knot selection for regression splines via the lasso
    Computing Science and Statistics, Vol. 30 (1998), pp. 44-49.
    by M Osborne, B Presnell, B Turlach
    posted to lasso by austin987 on 2008-02-06 21:48:07 as **
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