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One-class classification problem

Greetings! I'm currently trying to write a summary of pretty much all available one-class classification algorithms and would like to collect some input.Anyone of you knows some awesome books/papers on...

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Comparing elastic net to stochastic gradient descent for GLMs

submitted by nil- [link][comment]

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"Support Vector Machines for Pattern Classification" by Abe Shigeo

anyone can help finding a pdf to this book http://www.springer.com/engineering/control/book/978-1-84996-097-7?otherVersion=978-1-84996-098-4 submitted by rqlcdc [link][1 comment]

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What are the pros and cons of submitting to arXiv vs waiting till the next...

Recently I have seen many papers on arXiv, which seem to be of good quality yet the authors have not (yet?) published to any mainstream publication. an example of this might be "From Generic to...

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Modifying Existing Neural Network for multiclass classification

I have come across some matlab code that seems to make a neural network for m hidden nodes. I want to extend it to make a neural network for m hidden nodes and 10 outputs for multi-class...

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help.... how do i install theano in anaconda 2.1

submitted by odysseus00 [link][5 comments]

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Introductory paper on Hierarchical Bayes Multitask Learning?

I'm interested in doing a class project on multitask learning, but the dataset I want to use isn't large enough to do an approach using a neural net with multiple outputs. Therefore I'd like to do a...

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On Sparse Distributed Representations and Catastrophic Forgetting

Hello,As some of you may know, I am running a series where I try to outperform Deepmind's Atari results. I use a different technique based on HTM (hierarchical temporal memory), but both Deepmind's...

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What are the most popular algorithms to model user behavior ?

Please suggest popular (and/or state of the art) methods of modelling user behavior, say most liked music genres, frequencies of visiting concerts etc submitted by muktabh [link][3 comments]

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Videos of the Workshop on Algorithms for Modern Massive Data Sets, MMDS 2014...

submitted by compsens [link][comment]

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Having some trouble understanding SVM dual form calculations

Hello, I'm trying to implement a SVM in python with numpy but I'm having a hard time doing so. I've been using this link: http://www.tristanfletcher.co.uk/SVM%20Explained.pdf to understand the theory....

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Online LDA on Stack Overflow posts

submitted by ab5tract_type [link][1 comment]

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Goal for machine learning noob?

I'm looking to set a 3-month goal of what I'll be able to do or know in the field of machine learning. This will be my first 3 months of attention I give to the subject. I'll be able to invest 6 hours...

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Do deep nets concentrate mass on 1d manifolds in practice? (iPython notebook)

submitted by sieisteinmodel [link][1 comment]

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How to write a simple recommendation algorithm in Neo4j

submitted by myclamm [link][comment]

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BidData apparently holds the title (by a lot!) in a number of ML and...

submitted by in_the_fresh [link][comment]

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Do electrical engineers use machine learning?

I'm hoping to become an one [3rd semester] and also very interested in machine learning, have worked on simple genetic algorithm projects out of curiosity and planning to take some online courses....

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Handling missing values in real-time production ML model?

I'm building a Random Forest classifier in R, that makes predictions based on a number of unordered categorical/factor variables. The training set doesn't have any missing values/NAs.Unfortunately, the...

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How many "semesters" of Statistics, Calculus, and Linear Algebra does one...

I've heard on this sub that these are the 3 branches of math that ML relies on. How much experience should you have with them before you can start educating yourself on ML? Is it enough to just go...

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TF-IDF using SkLearn with variable corpus

Given a large set of documents (book titles, for example), how to compare two book titles that are not in the original set of documents, or without recomputing the entire TF-IDF matrix?For example,from...

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