Questions Tagged With sgd - MetaOptimize Q+A

Questions Tagged With sgd

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2

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Momentum with sparse inputs

Sep 19 '14 at 06:11 Sigurd31

sparse neural-networks sgd momentum

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1

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586

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How to find a subgradient?

May 31 '14 at 19:55 Alexandre Passos ♦25541 (asked by Cheng Tang1 )

optimization sub-gradient sgd

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Mini-batches too big for memory (Theano)

Dec 12 '13 at 14:07 Albert Zeyer71 (asked by jolix26 )

convolutional classification deep-learning minibatch neural-networks machine-learning memory theano sgd

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2

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Recommender Systems using Python: Two Questions about Stochastic Gradient Descent

Dec 12 '13 at 02:37 ffriend56 (asked by Anamaria Todor21 )

scipy.sparse python scipy matrix-factorization sgd

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2

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Anyone recommend a good, easy to use, hyperparameter-free adaptive learning rate for SGD?

Dec 06 '13 at 15:24 Justin Bayer1706 (asked by x10001year116 )

learning-rate adagrad sgd adadelta

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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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1k

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Sampling dropout masks for minibatch SGD

Apr 02 '13 at 18:59 gdahl ♦3414 (asked by Sander Dieleman1556 )

minibatch dropout neural-networks sgd

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2

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value of randomization in stochastic gradient descent

Sep 14 '12 at 07:36 denis281 (asked by Dave Lewis890 )

data-ordering online-learning stochastic-gradident efficiency randomization optimization preprocessing external-memory sgd

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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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L-BFGS for MaxEnt

Jun 19 '12 at 19:24 lowiser89

maxent log-linear logistic-regression crf l-bfgs sgd

16questions tagged sgd

29answers

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Tags

machine-learning × 391
classification × 237
neural-networks × 186
optimization × 136
deep-learning × 128
python × 97
learning × 73
logistic-regression × 57
crf × 56
sparse × 38
algorithms × 35
online-learning × 34
convolutional × 28
theano × 28
reinforcement-learning × 23
gradient-descent × 22
dropout × 18
sgd × 16
stochastic-gradient × 16
conditional × 12
paper-understanding × 12
log-linear × 9
matrix-factorization × 9
preprocessing × 9
maxent × 8
memory × 6
learning-rate × 5
minibatch × 5
randomization × 5
data-ordering × 3
l-bfgs × 3
scipy × 2
scipy.sparse × 2
sub-gradient × 2
adadelta × 1
adagrad × 1
efficiency × 1
external-memory × 1
momentum × 1
stochastic-gradident × 1

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