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NIPS2014 Poster papers (x-post r/CompressiveSesning )
submitted by compsens [link][comment]
View ArticleIs it possible to automatically determine the value of parameters for this...
I've been working on this project for a while and am still struggling to get my automatic detection algorithms to work every time.Given a set of images like this I need to extract the coloured region...
View ArticleMachine Learning Best of 2014 Nomination thread
I am going to start a comment threads on each nomination category. The categories at the moment will beMost influential Variable (Best commenter/contributor to the community)Best discussionHighest AUC...
View ArticleIs machine learning closely related to artificial intelligence?
Both of these fields of study interest me greatly, but I'm honestly not sure if there is much of a difference between the two. Would machine learning also be 'artificial intelligence'?Or are they...
View ArticleTrue art is samples from function spaces which can only be reached via a...
What is art? Maybe machine learning can provide an answer. Sorry to veer from hardcore machine learning, this is more of a philosophical question. I think that the statement in the title is true. For...
View ArticleApplying machine learning for identifying driver behavior
I am a grad student in transportation engineering in Canada. I wrote some code to identify different stages of driving (uninfluenced driving, approaching, following, braking) as described in Wiedemann...
View ArticleSuggestions for a beginner..
Hello r/machinelearning !I am a beginner in the wonderful field of Machine Learning. I took Prof. Andrew Ng's class in coursera a year ago, so I know somewhat about regressions, optimization...
View ArticleIdentification of "long running" patterns
Hello guys,I have changed my job into the security niche and I am currently researching the question about "long running attacks". Currently, I haven`t found much. However, I believe it is possible to...
View ArticleHow should I deal with categorical feature vector with feature groups that...
So, what the title says: How should I deal with categorical feature vector with feature groups that have growing number of categoriesBackground: As an exercise, I would like to do a binary...
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A Common Logic to Seeing Cats and Cosmos | Quanta Magazine
submitted by masharpe [link][comment]
View ArticleWho went to NIPS 2014 and what were the best sessions you attended?
What were the best sessions you attended at NIPS 2014? submitted by evc123 [link][13 comments]
View ArticleMy experience with using a linear model for Tic Tac Toe learning
I have put up my results here: http://skothawala.com/2014/12/15/my-experience-with-using-a-linear-model-for-tic-tac-toe-learning/The results, in a nutshell, were that given a set of features, the...
View ArticleHow do I get started with Abstractive Text Summarization?
Hello, I've been working on automatic extractive text summarization where the program picks the most important sentences of a text and forms its summary. What I would like to do now is more...
View ArticleTrain time layer resizing
When designing a neural net, depth and sizes of each layer matter a lot. All papers I've seen so far seem to manually choose sizes.I'm considering a system which (imagine all layers are fully connected...
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Great discussion about initializing neural networks on G+
submitted by benanne [link][5 comments]
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Nice visualization of stochastic optimizers by Alec Radford: (SGD, momentum,...
submitted by exellentpossum [link][22 comments]
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ML algorithm parameters in Python
I was wondering what the preferred way to handle (often large-dimensional) parameter sets in Python is, as you'd find in neural networks and Bayesian variational methods (particularly the latter). I am...
View ArticleI need someone to run a few topic modeling algorithms for me
Relatively new to machine learning, but decently well read on the particular applications I'm interested in for my research (topic modeling applications mostly).I'm learning slowly on the technical...
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