Lucian Sasu - questions that user selected as his/her favorite

0

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2

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334

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SVM for regression

Apr 08 at 07:35 ogrisel4044●7●45●80 (asked by Lucian Sasu453●16●25●32 )

svm regression

1

votes

3

answers

652

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A Good Deep Learning Library

Mar 02 at 10:48 nop106●2●3●10 (asked by Upul Bandara36●3●5●6 )

deep-learning libraries

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0

answers

424

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Articles and books on feature extraction

Sep 07 '11 at 09:07 Alexandre Passos ♦18997●44●214●335 (asked by Lucian Sasu453●16●25●32 )

feature-extraction

2

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2

answers

1k

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How important is preprocessing for K-means clustering?

Aug 05 '11 at 09:39 Andreas Mueller1817●13●37●72 (asked by Lucian Sasu453●16●25●32 )

k-means preprocessing

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2

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1k

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ML/Data Mining/Big Data : Popular language for programming and community support

Jun 23 '11 at 06:35 Lucian Sasu453●16●25●32 (asked by daydreamer90●5●7●9 )

python java hadoop machine-learning

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1

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705

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Boosting for regression systems

Apr 27 '11 at 21:55 Robert Layton1520●10●23●37 (asked by Lucian Sasu453●16●25●32 )

regression tutorial boosting

1

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2

answers

1k

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Datasets/benchmarks for regression

Sep 05 '10 at 03:32 Lucian Sasu453●16●25●32

regression dataset

4

votes

4

answers

2k

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The best machine learning consultants?

Aug 30 '10 at 16:21 Joseph Turian ♦♦4720●41●105●127 (asked by Jason Remillard1●1●3●3 )

consultant hiring

29

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8

answers

5k

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Most Influential Ideas 1995 - 2005

Aug 26 '11 at 18:16 Daniel Mahler846●2●9●12 (asked by Jurgen980●3●13●19 )

community open-ended machine-learning

4

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3

answers

1k

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What's the best introduction to Deep Belief Nets?

Jul 01 '10 at 15:22 Joseph Turian ♦♦4720●41●105●127 (asked by aria421949●6●22●41 )

machine-learning

2

votes

2

answers

1k

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Operations research book to start with

Sep 07 '10 at 09:35 Alexandre Passos ♦18997●44●214●335 (asked by Lucian Sasu453●16●25●32 )

introduction optimization books machine-learning data-mining

3

votes

7

answers

2k

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Good Textbooks on Optimization

Nov 09 '10 at 12:19 Alejandro226●3●9 (asked by zeno211●1●5●10 )

optimization book textbook

1

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2

answers

1k

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Spiking neural networks advantages over "traditional" NNs

Sep 29 '10 at 14:47 Francois Rivest31●2 (asked by Lucian Sasu453●16●25●32 )

neural-networks machine-learning

2

votes

3

answers

969

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Why is ROC a better evaluation method than simple misclassification error?

Jul 07 '10 at 08:16 Alexandre Passos ♦18997●44●214●335 (asked by Anton Ballus251●9●14●15 )

evaluation-methods roc

1

votes

2

answers

818

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large graphs with labels

Sep 21 '10 at 05:01 Giovanni96●3●5●9

semi-supervised-learning graph dataset

9

votes

12

answers

5k

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Which programming language has the best repository of machine learning libraries?

Oct 20 '11 at 17:04 Gael Varoquaux731●3●14●25 (asked by yura771●29●40●49 )

libraries python java algorithms machine-learning

1

votes

0

answers

730

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How to compute conditional Gaussian density?

Sep 16 '10 at 20:31 Yaroslav Bulatov1978●19●34●58

gaussian-distribution

2

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5

answers

1k

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How do I choose hyperparameters if I only have a training set, and no validation set, and get the best generalization?

Jul 11 '10 at 16:45 Joseph Turian ♦♦4720●41●105●127

hyperparameters partitioning optimization model-selection validation-data

19

votes

11

answers

5k

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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●3●4●6 )

practical-advice monte-carlo stochastic-gradient state-of-the-art optimization evolutionary-methods local-minima

32

votes

10

answers

4k

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Good Freely Available Videos on Machine Learning

Aug 29 '11 at 17:30 Oleg Trott226●5●6●13 (asked by John L Taylor615●4●15●18 )

video machine-learning free

10

votes

5

answers

2k

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What is the difference between conditional and discriminative models?

Apr 30 at 13:22 gdahl ♦1505●16●33 (asked by Frank1169●25●41●50 )

training discriminative probability conditional generative modeling

1

votes

4

answers

1k

views

How would you implement iTunes Genius?

Sep 24 '10 at 02:29 Ted Dunning606●8●14 (asked by sbirch241●5●7●11 )

genius audio music features

5

votes

1

answers

1k

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What is the utility of Bregman divergence?

Sep 23 '10 at 13:49 Alexandre Passos ♦18997●44●214●335 (asked by zaxtax751●9●19●34 )

kl-divergence statistics theory measure

2

votes

3

answers

1k

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Good fuzzy textbook

Feb 16 '11 at 19:02 Will Dwinnell312●2●10 (asked by Lucian Sasu453●16●25●32 )

textbooks fuzzy beginner

5

votes

6

answers

2k

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New to data mining - where to start?

Dec 05 '10 at 02:35 Lucian Sasu453●16●25●32 (asked by zengr110●3●7●9 )

references data-mining

2

votes

1

answers

1k

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How to use clustering algorithm for data set?

Dec 03 '10 at 12:34 Brian Vandenberg644●19●34●44 (asked by zengr110●3●7●9 )

clustering k-means dataset

6

votes

3

answers

826

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what do you do to make sure your implementation of an algorithm 'works'? i.e., Testing

May 24 '11 at 00:54 Robert Layton1520●10●23●37 (asked by Jose Quesada186●3●7●10 )

ml testing nlp

7

votes

7

answers

1k

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New academic developments that have immediate applications in industry?

Jul 24 '11 at 23:59 gdahl ♦1505●16●33 (asked by Joseph Turian ♦♦4720●41●105●127 )

applications big-picture open-ended nlp

4

votes

6

answers

1k

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How to choose a supervised learning method?

Jan 27 '11 at 11:30 Oliver Mitevski753●17●26●40 (asked by bustweiser61●1●3●5 )

feature classification

63

votes

17

answers

55020

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Good Freely Available Textbooks on Machine Learning

Aug 17 '11 at 17:32 Anand21●1●2●4 (asked by Noel Welsh641●3●8●20 )

textbooks books machine-learning free

1

votes

2

answers

2k

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How to generate a ROC curve (for binary classification)?

Jan 21 '11 at 17:29 Yang Zhang246●4●9●14

code auc roc classification

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