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Tonight: Europe Wide Machine Learning Meetup and Paris Machine Learning #12:...
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Microsoft Announces Azure Machine-Learning-as-a-Service
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Practical Deep Learning Lecture: Machine Perception and Its Applications...
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View ArticleAny tips for my dataset?
I’m working on a medical dataset with a great deal of randomness. What I’m trying to do is to identify a smaller subset of highly probable classifications for automatic diagnoses, hence the need for...
View ArticleVisualRBM - An interactive tool for training RBMs and AutoEncoders on the GPU
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View ArticleWhat's a good data set to practice using an echo state network on?
I'm writing an ESN from scratch and looking for a good data set to practice on. Anyone have any suggestions? submitted by WTFseriously_ [link][comment]
View ArticleWhat do people think of the book "Predicting Structured Data" by the MIT press?
I work as data scientist with a start-up company, I have a linear algebra/measure theory heavy math background (I did some graduate level course work in those subjects while doing my bachelor's...
View ArticleWhat kind of criteria to optimize when building a tree for Boosting algorithms?
For example, For AdaBoost, at each iteration, we need to select the weak classifier that gives the smallest weighted error rate. If we want to build tree with depth larger than 1, it is desired to...
View ArticleDownsides to Extreme Learning Machines?
I just came across Extreme Learning Machines (ELM), and they seem to have some nice properties. Essentially they are a neural network with a single layer of many hidden nodes. However, the weights...
View ArticleMachine Learning Study Group -- Thread # 2
This week's post is up on http://datasciencetalk.blogspot.com . We'll be focusing on Principal Component Analysis. Now that everyone has had a chance to read last week's article (Domingo's 'A Few...
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[HELP] Gas consumption outliers detection - Neural network project. Bad results
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Machine Learning for Clinical Data Analysis and Healthcare [NIPS 2013]
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View ArticleDropConnect Neural Networks, a final project.
For the final project of our neural nets class a friend and I investigated DropConnect networks, regularization, and model averaging. Check out our write-up. We drew heavily from DeepLearningToolBox...
View ArticleDoes PageRank have a different name?
PageRank is a pretty intuitive concept when you analyze influences in directed graphs. I find it hard to believe that it hadn't been invented before Google. Does anyone know of earlier papers that...
View ArticleCollecting training / testing information for on-line handwritten math...
Hello,I am currently writing my bachelors thesis about the recognition of handwritten mathematical symbols. The aim is to provide a solid theoretical and base for a master thesis about recognition of...
View ArticleMultiresponse regression with some eigenvector constraints
Hey I'm dealing with a regression problem where I have a response matrix Y, data matrix X and some parameter matrix B. Let's say that their sizes are (N,m), (N,p) and (p,m) respectively. To give you...
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Does Deep Learning Have Deep Flaws? (x-post from /r/agi)
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View ArticleStructured Generative Models of Natural Source Code
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