Justin Bayer - user overview - MetaOptimize Q+A

Justin Bayer

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member since	Aug 05 '10 at 09:34
last seen	May 26 '14 at 13:56

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9 Questions

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answers

776

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Sparse Codes between 0 and 1

Dec 11 '12 at 14:23 Daniel Mahler1226●3●13●22 (asked by Justin Bayer1706●9●30●45 )

sparse-coding l1

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Guarantees of algorithms for convex optimization applied to neural networks

Oct 04 '12 at 03:29 Justin Bayer1706●9●30●45

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Dropout: Some questions

Sep 30 '12 at 16:52 gdahl ♦3414●5●35●59 (asked by Justin Bayer1706●9●30●45 )

hinton neural-networks dropout

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Zero component analysis

Apr 03 '12 at 08:27 ogrisel4989●9●55●91 (asked by Justin Bayer1706●9●30●45 )

pca whitening zca preprocessing

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Anyone going to NIPS?

Dec 09 '11 at 15:23 ogrisel4989●9●55●91 (asked by Justin Bayer1706●9●30●45 )

nips

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Imbalanced data for regression

Nov 19 '11 at 08:15 Bwaas136●1●3●8 (asked by Justin Bayer1706●9●30●45 )

regression

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Measuring quality of unsupervised feature extraction

Oct 13 '11 at 13:12 Art Munson646●1●13●16 (asked by Justin Bayer1706●9●30●45 )

unsupervised feature-learning feature-extraction unsupervised-learning

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Gradient based optimization of the likelihood - experiences?

Aug 28 '11 at 11:58 Justin Bayer1706●9●30●45

optimization likelihood gradient-descent expectation-maximization

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Examples of data analysis with impressive results for non-machine learners

Sep 22 '10 at 19:46 zaxtax ♦1051●12●25●45 (asked by Justin Bayer1706●9●30●45 )

introduction presentation

48 Answers

ML for robotics. Why are so few real-life applications?

Dataset for DRNNs

Training cost suddenly explodes

RNN error function for sequence classification

Creating a training set for an OCR problem

Are there any painless method to implement LSTM training?

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

How to measure the amount of information of documents?

Is a traditional Multi Layer Perceptron Network capable of non-linear regression? Which activation function should be used for that purpose?

Momentum/NAG and local minima

Gaussian process regression and categorical/discrete inputs

Dropout: Input to output layer? How about Pre-training

Best two majors for academic machine learning research

Matching curves

Probability output from support vector machine (svm) with soft margin

code for MNIST elastic deformations?

[meta] adding math support to this site

What knowledge should the recursive connections of RNNs store?

How to use PCA for classification?

Data science: People, algorithms, or data?

Best way to aggregate features from instance from many parts?

Classification Methods vs Reasonable Number of Target Classes

what exactly is the fine tuning phase in deep learning?

Manifold Tangent Classifier and the manifold hypothesis for classification

RBM weights and input normalization

How to learn fitting models?

Transpose Invariant Feature Extraction

Comparison between Gaussian Processes and Logistic Regression

Deep Belief Network for audio feature extraction

Why is Python often a language of choice used in the field of Artificial Intelligence / Machine Learning?

View all questions answered by Justin Bayer

89 Votes

svm × 4
feature-extraction × 4
regression × 4
rnn × 4
hessian-free × 4
gradient-descent × 4
theano × 3
classification × 3
data-mining × 3
autoencoder × 3

dbn × 3
feature-learning × 3
unsupervised-learning × 3
neural × 3
hessian × 3
convex-optimization × 3
unsupervised × 3
conferences × 2
clustering × 2
presentation × 2

reinforcement-learning × 2
zca × 2
learning × 2
recurrence × 2
artificial-intelligence × 2
matlab × 2
mnist × 2
convolution × 2
rqa × 2
random × 2

bias × 2
conjugate-gradient × 2
preprocessing × 2
dropout × 2
algorithms × 2
probability × 2
deep-belief-networks × 2
extraction × 2
paper-understanding × 2
text-mining × 2

22 Kudos

● Appreciated Answer × 20
● Well-Known Question × 9
● Conspicuous Question × 9
● Prominent Question × 9
● Appreciated Question × 6
● Esteemed Answer × 6

● Cognoscenti × 6
● Prized Question × 3
● Esteemed Question × 3
● Pronouncement × 1
● Commentator × 1
● Recanted × 1

● Participant × 1
● Revisitation × 1
● Guide × 1
● Blue Pencil × 1
● Mentor × 1
● Advocate × 1

● Inquisitive × 1
● Cherished Question × 1
● Discriminating × 1
● Revisionist × 1

Registered user

9 Questions

48 Answers

89 Votes

50 Tags

22 Kudos