Questions Tagged With regularization

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My 2 layer neural network gets only 2.05% test error rate on MNIST. Too low to be correct?

May 15 at 07:15 SeanV191 (asked by justonium1 )

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156

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Question about weight regularization in neural network

May 07 at 10:29 Leon Palafox3805 (asked by Nghia46 )

regularization neural-networks

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350

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Great Challenge - How to estimate Electricity from the following dataset using machine learning algorithms

Mar 14 at 19:38 Leon Palafox3805 (asked by GeorgeLewis1 )

support-vector-machines regularization weka regression machine-learning

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250

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How to deal with additional constraint on L1 regularization

Jan 22 at 06:12 Sergey Ten16 (asked by interxuxing1 )

regularization l1 constraint

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364

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Relationship between margin and regularizer

Dec 20 '12 at 02:57 Oscar Täckström1894

empirical-risk-minimization hinge-loss regularization margin

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387

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ADMM vs. Randomized Coordinate Descent

Jul 24 '12 at 12:44 Brian Martin16

admm regularization optimization regression

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756

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Theoretical and Practical Questions about Regularization

Jul 11 '12 at 16:08 Rakesh101 (asked by Zach1 )

elasticnet overfitting regularization l2 l1

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797

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regularization in PCA/ZCA whitening

May 23 '12 at 15:02 Oleg Trott246

regularization pca whitening zca

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934

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List of loss functions for linear models? List of regularization losses?

Mar 30 '12 at 17:11 Alexandre Passos ♦23046 (asked by downer518 )

linearclassifiers loss-function regularization

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968

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Compare the sparsity performance of L1 regularization and the Bayesian model with Dirichlet distribution

Feb 26 '12 at 08:24 lizhonghua21

regularization dirichlet distribution l1

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865

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Why the L2 regularization uses different regularization weights and regularization biases?

Feb 19 '12 at 08:45 Alexandre Passos ♦23046 (asked by lizhonghua21 )

regularization l2

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11187

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When to use L1 regularization and when L2?

Feb 13 '12 at 04:49 ctw1 (asked by yura875 )

regularization svm logistic-regression l1

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Regularization vs. crossvalidation for avoiding overfitting

Feb 10 '12 at 06:23 ogrisel4559 (asked by Lucian Sasu513 )

regularization crossvalidation

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793

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Statistical method for calculating a smooth path/distance between points in a non-convex cluster

Dec 09 '11 at 12:18 crdrn357

clustering distance regularization

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Regularizing a covariance matrix?

Dec 06 '11 at 09:36 zdanielz56

regularization spd covariance

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Why does l1 regularization lead to sparse solutions?

Oct 03 '11 at 23:26 Alejandro286 (asked by John Smith66 )

regularization l1

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Are there any requirements for L1 regularization?

May 31 '11 at 19:13 Brian Vandenberg719 (asked by Leon Palafox3805 )

regularization l1

-2

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Regularization paremeter in Megam

May 13 '11 at 05:07 ogrisel4559 (asked by mcenley401 )

regularization text-classification megam

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974

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Fairly comparing algorithms that require early stopping with others that don't

Feb 17 '11 at 18:34 Art Munson616 (asked by yeastwars171 )

training gradient-descent regularization methodology neural-networks early-stopping

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681

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computing number of linear dichotomies of a set of vectors

Dec 06 '10 at 11:57 Dave Lewis845

regularization combinatorics computational-geometry hyperplane learning-theory linear-algebra margin

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What is l0.5 regularization?

Dec 03 '10 at 07:13 Alexandre Passos ♦23046 (asked by Joseph Turian ♦♦5400 )

regularization l0.5 references l1

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updates for regularized online algorithms

Dec 03 '10 at 06:56 Alexandre Passos ♦23046 (asked by IdleBrain76 )

regularization paper-understanding duality fenchel online convex quasi-additive

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gaussian priors in SGD/CRF

Nov 06 '10 at 09:35 Philemon Brakel2315 (asked by yoavg726 )

regularization crf sgd

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On regularization in exponential families

Sep 10 '10 at 16:39 Yaroslav Bulatov2258

regularization

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How to optimize L1-regularized objective function with L-BFGS? (Can R implementation do it?)

Jul 29 '10 at 23:35 Jey Kottalam45 (asked by Frank1244 )

regularization optimization r l-bfgs sparse l1

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Optimal number of units in a hidden layer

Jul 28 '10 at 11:23 Jacob Jensen1809 (asked by Gregoire61 )

hyperparameters regularization neural-networks hidden-units l1

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In learning with kernels, are RKHS only used to allow the use of a mercer kernel or is there some other essential property?

Jul 16 '10 at 12:58 Alexandre Passos ♦23046

kernel regularization svm rkhs feature learning-theory

27questions tagged regularization

52answers

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