Questions Tagged With stochastic-gradient

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What are the state of the art optimization algorithms for problems with numerous local minima?

Sep 21 '11 at 20:20 Jason Lee1 (asked by antolikjan226 )

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How to set the learning rate when doing stochastic gradient descent with a nonstationary distribution?

Feb 18 '11 at 12:42 Oscar Täckström2039 (asked by Eric Christiansen31 )

learning-rate online-learning nonstationary-distribution state-tracking stochastic-gradient

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Choosing an appropriate minibatch size for stochastic gradient descent (SGD)

Sep 01 '13 at 15:17 SeanV336 (asked by Phox36 )

hyperparameters minibatch optimization research-papers stochastic-gradient

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Comparison of Stochastic Gradient Descent for Linear Classfiers

Dec 20 '11 at 06:09 Hannes S86 (asked by Andreas Mueller2686 )

svm online-learning sgd logistic-regression stochastic-gradient

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Stochastic Gradient Descent with Numerical Derivatives

Oct 10 '11 at 16:32 Travis Wolfe235 (asked by george s51 )

stochastic-gradient

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SGD logistic regression in java

Aug 25 '13 at 13:01 soybie1

logistic-regression stochastic-gradient

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Practical evidence for gradient-free stochastic approximation

Mar 07 '12 at 11:16 denis281 (asked by Alexandre Passos ♦25541 )

online-learning convex-optimization stochastic-gradient

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Least squares or gradient descent intuition?

Sep 30 '12 at 07:27 Lucian Sasu513 (asked by John Brown1 )

least-squares stochastic-gradient

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Learning Bias in multiclass softmax

Sep 12 '12 at 10:46 Philemon Brakel2445 (asked by Kuri_kuri293 )

machine neural-networks learning stochastic-gradient

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How to implement 'Stochastic Gradient Boosting (SGB)' in WEKA?

Aug 25 '13 at 05:19 Axel Teich1

friedman sgb weka randomization stochastic-gradient

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Order of training samples for stochastic gradient descent-based learning of conditional models

Aug 23 '12 at 20:08 Alexandre Passos ♦25541 (asked by Tyler Streeter16 )

online-learning data-ordering conditional reinforcement-learning stochastic-gradient randomization sgd

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Stochastic gradient descent for nonconvex functions

Apr 13 '13 at 17:13 Andrew Maas161 (asked by Rajhans Samdani56 )

convergence optimization local-minima stochastic-gradient

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Better Mini-Batch Algorithms via Accelerated Gradient Descent

Oct 28 '13 at 09:54 Rakesh Chalasani264 (asked by Max476 )

paper-understanding gradient-descent stochastic-gradient optimization neural-networks learning algorithms sgd

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learning rate adjustments : short-term vs long-term benefits

Jan 28 '14 at 14:29 eder216 (asked by Max476 )

learning-rate deep-learning optimization neural-networks stochastic-gradient

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How to redefine my own custom cost function instead of negative log likelihood in sgd logistic regression?

Apr 18 at 23:47 Afsh1

logistic-regression gradient-descent stochastic-gradient

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Implementation tricks that can take advantage of the data or solution sparsity?

May 30 '14 at 23:24 Cheng Tang1

implementation sparsity stochastic-gradient

16questions tagged stochastic-gradient

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