Lucian Sasu
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Lecturer and researcher in: Neural Networks, Machine Learning, and Data Mining. |
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1
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Datasets/benchmarks for regression
4
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4
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3k
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The best machine learning consultants?
30
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8
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8k
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Most Influential Ideas 1995 - 2005
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3
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6k
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What's the best introduction to Deep Belief Nets?
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2
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3k
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Operations research book to start with
3
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7
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6k
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Good Textbooks on Optimization
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2
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3k
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Spiking neural networks advantages over "traditional" NNs
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3
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2k
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Why is ROC a better evaluation method than simple misclassification error?
13
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12
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16202
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Which programming language has the best repository of machine learning libraries?
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0
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1k
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How to compute conditional Gaussian density?
3
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5
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4k
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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?
20
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11
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13112
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What are the state of the art optimization algorithms for problems with numerous local minima?
32
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10
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7k
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Good Freely Available Videos on Machine Learning
11
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5
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5k
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What is the difference between conditional and discriminative models?
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4
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2k
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How would you implement iTunes Genius?
5
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1
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4k
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What is the utility of Bregman divergence?
2
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3
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2k
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Good fuzzy textbook
7
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7
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5k
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New to data mining - where to start?
2
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1
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2k
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How to use clustering algorithm for data set?
6
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3
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1k
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what do you do to make sure your implementation of an algorithm 'works'? i.e., Testing
7
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7
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3k
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New academic developments that have immediate applications in industry?
5
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6
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4k
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How to choose a supervised learning method?
92
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22
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124902
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Good Freely Available Textbooks on Machine Learning
1
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2
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11053
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How to generate a ROC curve (for binary classification)?
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1
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1k
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Boosting for regression systems
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3
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3k
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ML/Data Mining/Big Data : Popular language for programming and community support
2
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2
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4k
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How important is preprocessing for K-means clustering?
2
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0
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1k
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Articles and books on feature *extraction*
2
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3
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6k
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A Good Deep Learning Library
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3
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2k
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SVM for regression
11
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7
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9k
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Good introduction to Dirichlet Processes
7
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2
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10257
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What is the relationship between MLE, MAP, EM, point estimation?
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0
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388
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