Account for Deep Learning related news, papers, software, reading materials and also other machine learning related news and facts

Joined November 2014
35 Photos and videos
Deep Learning Hub retweeted
Tomorrow Tue 4/3 talk on "Deep Learning & its application in Medicine" at 456 W. Olive Avenue, Sunnyvale. This is a free event & no pre-registration is required. Walk-ins are welcome. Come for talk, stay to network @machinelearnbot @MachineLearnDC @DeepLearningHub @deeplearning4j
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Deep Learning Hub retweeted
Deadline to apply for postdoc position in deep continual learning is coming up tomorrow. @slashML @women_in_ai @wimlds @DeepLearningHub x.com/risi1979/status/965598…

Postdoc position in machine learning. Especially looking for candidates with experience in memory networks/neural turing machine/synaptic plasticity/neuroevolution/deep RL. Please RT/forward to interested candidates. Thanks! candidate.hr-manager.net/App…
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Deep Learning Hub retweeted
A good example of a paper that pulls together quite a few useful techniques is: openreview.net/forum?id=S1NH… . CIFAR 10 SoTA, which is an interesting dataset IMO since it is quite small, so needs good augmentation, regularization, architecture, etc
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Deep Learning Hub retweeted
[1801.01586] A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines arxiv.org/abs/1801.01586 This looks like a very useful survey/tutorial paper.
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Deep Learning Hub retweeted
Introduction to Linguistics for Natural Language Processing - cl.cam.ac.uk/teaching/1314/L… #NLProc #Linguistics

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Deep Learning Hub retweeted
The ML research community has long been driven by the need to publish, which results in a stark, sometimes ridiculous bias towards complexity. Remember to ask: "can we do this with k-means and logistic regression?"
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Deep Learning Hub retweeted
One thing I realize people don't like: Being told to think critically about a problem.People: AI algorithms are not magic. When you're first learning them, take some time to consider the knobs you're turning. It's amazing what applying the scientific method (step by step ) does.
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Deep Learning Hub retweeted
A review of the top 5 papers ML arXiv papers of 2017 (according to the number of likes each paper's @BrundageBot tweet received):
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Deep Learning Hub retweeted
New: My research w/@andyguess/@JasonReifler providing 1st behavioral estimates of fake news exposure in 2016 dartmouth.edu/~nyhan/fake-ne… Key findings: -heavily concentrated among w/most conservative info diets -Facebook key vector of exposure -fact-checks did not reach those exposed
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“From Perceptron to Deep Neural Nets” by @adichrisb buff.ly/2DVAp3v

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12 Dec 2017
Very detailed notes of #NIPS2017 conference. 43 pages from David Abel. cs.brown.edu/~dabel/blog/pos…
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Deep Learning Hub retweeted
My publisher is doing a deal (today only) where you can get half off my book "Deep Learning with Python", as well as its R version, "Deep Learning with R" (co-authored with JJ Allaire) manning.com/dotd?a_aid=keras
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Deep Learning Hub retweeted
A reinforcement learning agent that learns to program new neural network architectures. Same/better results as LSTMs but with funky nonlinearities (sine, SeLus, etc) and new connections that result in different activation patterns😯 einstein.ai/research/domain-… arxiv.org/abs/1712.07316
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Deep Learning Hub retweeted
29 Dec 2017
New results on word embeddings with FastText in this paper: arxiv.org/abs/1712.09405 fb.me/3qcGSgz3k

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Deep Learning Hub retweeted
In depth discussion of neural nets for autonomous driving and visualization of layers - Byte magazine, 1989 x.com/ankurhandos/status/948…

"What's hidden in the hidden layers?" cs.cmu.edu/~dst/pubs/byte-hi…
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Deep Learning Hub retweeted
31 Dec 2017
wav2letter: end-to-end speech recognition engine from FAIR, now open source. fb.me/1KE0VqEtS

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I wrote up a (not so brief) summary of AI developments that stood out to me in 2017 wildml.com/2017/12/ai-and-de…
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