Is the training method of a Convolutional Network still known as deep learning?
In papers such as ImageNet Classification with Deep Convolutional Neural Networkshttp://www.cs.toronto.edu/~fritz/absps/imagenet.pdfthe training method seems to be basic backpropagation with stochastic...
View ArticleRay Kurzweil's Influence on Modern ML
I'd like to hear people's opinions on the legitimacy of Ray Kurzweil's contributions to AI. His early OCR and text-to-speech synthesis work has been labeled as seminal and won him many awards....
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Saturday Morning Videos: ICLR 2014 Videos and Papers
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View ArticleAlternating Least Squares Method for Collaborative Filtering (Ipython Notebook)
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View Article[x-post]Open source project, need people. c++11, metaprogramming, neural...
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How to do Kernel Density Estimation via Python's scipy.stats
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View ArticleWhat programming language or programs do you use for your machine learning?
I just want to know what programming language/ programs are people using for their machine learning to see if I am using sufficient tools. Currently I am using python with scikit-learn and have not yet...
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Simulated Annealing for ANN?
I've stumbled on a couple of papers (Sexton et al. 1999) (Wang, Smith, et al. 2000) that seem to praise the practical benefits of Simulated Annealing for training networks.The supposed benefit? The end...
View ArticleHow to create a decision tree with this data?
Hi guys, I was hoping someone can help me out with this data. I need to make a decision tree, but I don't understand how. A1,A2,A3,A4,y x1 1, 0, 0, 0, 1 x2 1, 0, 1, 1, 1 x3 0, 1, 0, 0, 1 x4 0, 1, 1, 0,...
View ArticleStudy note automation (x-post MLQuestions)
Hi everybody. I cross-posted this to MLQuestions a couple days ago, but didnt get any response, so I posted it here!Should start out by saying that I am new to ML. I have a strong background in stats...
View ArticleRuntime Benchmarks (Energy, Time, Memory)?
Can anybody point me to good resources that shows or discusses the runtime performance of various machine learning algorithms? I always see problem performance benchmarks like "test error" but usually...
View ArticlePython Implementation - Extreme value theory ?
Where can I find implementation of Extreme value theory statical model? http://en.wikipedia.org/wiki/Extreme_value_theory submitted by ztanzan [link][1 comment]
View ArticleWhat is the largest model you have trained?
What was it for? submitted by 010011000111 [link][18 comments]
View ArticleELI5: What are some practical applications of yhat?
https://yhathq.comCan someone explain how this service is likely to be used? submitted by greatluck [link][7 comments]
View ArticleWorking example of EM Algorithm
Hi all! At the moment I'm taking my first course in Machine Learning, however I found difficulties in understanding EM Algorithm especially fro Bayesian Network and HMM. I think a working example will...
View ArticleFacebook's DeepFace model approaches human level performance in face recognition
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Metacademy: package manager of knowledge on ML and AI
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Predict visual stimuli from human brain activity
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