Questions Tagged With deep-learning

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Can Deep belief networks be applied to sparse feature vector , Classification problems ? Cite to examples if any

Dec 31 '12 at 17:47 Deepan Prabhu Babu16

deep-learning deep-belief-networks

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Problem Example from UFLDL

Dec 20 '12 at 09:19 RobinH31

deep-learning sparse

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LBFGS for convolutional neural networks

Sep 20 '12 at 09:40 Justin Bayer1706 (asked by Andreas Mueller2686 )

deep-learning hessian-free neural-networks convolution

-1

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20615

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Graph Database + Encoder Graph = Human Brain Size Unsupervised Learning?

Aug 22 '12 at 19:09 marshallp83

graphlab autoencoder artificial-intelligence deep-learning graphs neural-networks

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Where is deep learning currently being used in production?

Aug 11 '12 at 23:30 PaulDixon146 (asked by Alexis Pribula46 )

deep-learning statistics machine-learning software

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Dimensionality reduction with autoencoders?

Aug 05 '12 at 15:47 Joseph Turian ♦♦5790 (asked by Matt G16 )

deep-learning dimensionality-reduction ica pca autoencoder

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809

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Pipeline in Multi-layered network.

Jul 26 '12 at 11:04 Rakesh101

deep-learning neural-networks

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769

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Are there journals/conferences similar to ICANN

Jul 25 '12 at 19:16 MGMO1

deep-learning journal neural-networks hinton conferences

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795

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[closed] Anyone have a critique of Itamar Arel's position?

Jul 22 '12 at 16:43 gdahl ♦3414 (asked by marshallp83 )

deep-learning reinforcement-learning artificial-intelligence

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Sparse Autoencoder (UFLDL) Tanh activation?

Jul 12 '12 at 22:11 PeterRabbit30

autoencoder tanh deep-learning autoencoders l-bfgs ufldl

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Effect of parameter initialisation in RBM training

Jun 27 '12 at 08:22 Sander Dieleman1556

deep-learning training rbm initialisation

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Strange behavior in theano re: deep learning tutorials

May 07 '12 at 01:48 _DaveSullivan76

deep-learning theano

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How do I classify my emulator input optimization problem, and with which algorithm should I approach it?

May 06 '12 at 18:01 GManNickG1

machine-learning deep-learning state-of-the-art optimization algorithms evolutionary-methods recommendation

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What's the difference between conditional RBMs and recurrent neural networks?

Apr 09 '12 at 01:45 Brian Vandenberg824 (asked by _DaveSullivan76 )

deep-learning time-series rbm conditional-rbm recurrent-neural-networks

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A Good Deep Learning Library

Mar 02 '12 at 10:48 nop241 (asked by Upul Bandara104 )

deep-learning libraries

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Why does K-means generate such good features, especially compared to GMM?

Nov 24 '11 at 03:13 Mathieu Blondel1191 (asked by Oleg Trott246 )

autoencoder gmm dbn k-means deep-learning rbm nips

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RBM based topic modeling (replicated softmax) implementation

Nov 11 '11 at 04:54 Visarga16 (asked by timmy wilson91 )

deep-learning python rbm topic-models lda

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[closed] Python Autoencoder Implementation and Gradient Computation/Checking

Oct 27 '11 at 16:49 Alexandre Passos ♦25541 (asked by John Vinyard30 )

python deep-learning autoencoders gradient-descent

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Alternatives to (deeply-learned) filters for object recognition?

Apr 22 '11 at 13:26 Jacob Jensen1914

computer-vision object-recognition deep-learning genetic filtering evolutionary-methods convolution

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Transfer Learning by Learning Rich Generative Models

Feb 06 '11 at 16:03 Oscar Täckström2039 (asked by Oleg Trott246 )

bayesian deep-learning rbm deep-belief-networks machine-learning

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Applications of Hessian-Free Deep Learning

Jan 17 '11 at 13:57 David Warde Farley ♦551 (asked by Jacob Jensen1914 )

deep-learning hessian-free neural-networks big-picture feature-extraction

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Natural gradient in deep learning

Dec 05 '10 at 21:24 James Martens131 (asked by Alexandre Passos ♦25541 )

deep-learning references optimization natural-gradient

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How do you choose layers to stack on?

Nov 01 '10 at 11:11 Francois Savard16 (asked by Ian Goodfellow1072 )

stacking hyperparameters deep-learning

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Alternatives to MCMC and/or maximum likelihood for deep architectures?

Aug 31 '10 at 23:36 Truyen Tran1 (asked by jbowlan106 )

mcmc variational-inference message-passing maximum-likelihood deep-learning l1 belief-propagation

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Deep Belief Network Implementation in Java?

Aug 10 '10 at 03:16 cglr195

deep-learning deep-belief-networks rbm java

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How to decrease the learning rate for stochastic gradient descent?

Jul 24 '10 at 10:17 Joseph Turian ♦♦5790 (asked by Philippe Hamel151 )

deep-learning hyperparameters supervised-learning

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Penalize Noise in reconstruction

Jul 08 '10 at 14:21 Alexandre Passos ♦25541 (asked by Manux1 )

deep-learning autoencoder neural-networks reconstruction

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Why do we use a generative approach to initialize deep architectures?

Jun 30 '10 at 17:49 osdf670 (asked by Joseph Turian ♦♦5790 )

deep-learning generative-model unsupervised-learning pretraining classification

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