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No surprises: a random forest performs the best on average amongst 179 classifiers from 17 families on 121 datasets http://jmlr.csail.mit.edu/papers/volume15/delgado14a/delgado14a.pdf …
72 retweets 79 favorites
Effective Use of Word Order for Text Categorization with CNNs, from Johnson, Zhang: http://arxiv.org/abs/1412.1058 Reddit: http://www.reddit.com/r/MachineLearning/comments/2o5mmw/14121058_effective_use_of_word_order_for_text/ …
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very practical intro to word embeddings by @MakingLyst: http://developers.lyst.com/data/2014/11/11/word-embeddings-for-fashion/ … #nlproc
The videos of the talks from the Deep Learning Master Class at Tel Aviv University are available. http://fb.me/1OwIw4w4x
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wow it seems that https://github.com/maciejkula/glove-python … mimics scikit-learn api! Thanks for not making me diving into a custom api.
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Mocha - a deep learning framework for Julia, inspired by Caffe: http://mochajl.readthedocs.org/en/latest/
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Amazing demo of Deep Q Learning written in JS with live HTML visualization by @karpathy http://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html …
Show and Tell: Google's deep learning system that creates English captions to describe images http://arxiv.org/pdf/1411.4555v1.pdf … pic.twitter.com/OmaId8UD14
Le prochain meetup a été annoncé ! http://www.meetup.com/Paris-Datageeks/events/218638939/ … DataGeeks @AXA avec Sean Owen. Get it while its hot!
How are 1 & 5-star reviews different? @minimaxir took the Yelp Dataset Challenge to find out! http://ow.ly/DxAtC pic.twitter.com/zg4opypHMY
Nice visual survey of text visualization techniques: http://textvis.lnu.se/ .
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ICLR has a really interesting open review model: http://www.iclr.cc/doku.php?id=pubmodel … Here are the submissions & reviews last year: http://openreview.net/venue/iclr2014
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Shoutout to the #mediaeval Diverse Image Retrieval Task: @alexginsca presents on User Tagging Credibility at #acmmm14 pic.twitter.com/BHccR1pAKZ
Data lead @ AXA Data Innovation Lab #BigData #DataScience #MachineLearning #FrenchData #Kaggle - Views are my own
On of the Top-notch slides seen at a computer science conference. #acmmm14 pic.twitter.com/wq1fDI88rt
Vowpal Wabbit, Liblinear/SBM and StreamSVM compared: http://fastml.com/vowpal-wabbit-liblinear-sbm-and-streamsvm-compared/ …
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