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very cool work on text attribute transfer, e.g. sentiment (positive->negative), genre (humorous->romantic), etc... like pix2pix for text! arxiv.org/abs/1804.06437… + code at github.com/lijuncen/Senti…
Why yes, we did just train CIFAR10 ~2000% faster than the previous best on DAWNBench, using fastai and @pytorch :) Blog post on how we did it coming soon - but first we have some more experiments to run... dawn.cs.stanford.edu/benchmark/#cif…
Our preprint that creates embeddings for over 100k medical concepts using data from 60 million patients, 1.7 million journal articles and 20 million notes is up: bit.ly/2HbYoyx Pretrained embeddings: bit.ly/2GvqQ0X Interactive explorer bit.ly/2GVNu1U
#MoneyLaundering via #ecommerce has become a problem for ISOs, PSPs, MSPs, and merchant acquiring banks. We're glad @AmericanExpress Ventures has joined our fight against this growing form of fraud: hubs.ly/H0bjNQF0 by @AmerBanker @pennycrosman
Blockchain startups and ICOs are significantly pushing the state of the art in landing page design.
Much less and much more than meets the eye in @Apple Health Records announcement wbur.fm/2EeOLgL #EHR #leakage #platform #apps #ecosystem
Given the choice between an AI doctor that's 80% accurate and can explain its diagnoses and one that's 90% accurate but can't, I'd pick the latter.
Google and friends use 2 healthcare systems worth of EHR data to predict in-hospital mortality, 30-day readmission, pro-longed length of stay, and discharge diagnosis with high accuracy: arxiv.org/abs/1801.07860
Instead trying to describe an architecture in a paper with words, tables and diagrams across 2 sections and 4 pages, it is 90% of the time possible to just paste the 100 lines of code into Appendix A.
How #Isis uses #ecommerce #payments to transfer funds across the borders hubs.ly/H09DqX-0
Thanks to @seb_ruder for writing up my NLP classification ideas & experiments (during his vacation!) we can now present: 'Fine-tuned Language Models for Text Classification' SoTA on every dataset we've tried, some improving by >20% arxiv.org/abs/1801.06146
2 weeks left to apply! #summerinternship Our Summer Institute in Biomedical Informatics seeks quantitatively oriented science undergrads for a 9-week immersion experience on @Harvard's medical campus surrounded by top mentors & hospitals. Deadline Jan 31 bit.ly/BMI-summer
The tentative title for my upcoming Usenix Enigma talk: "Deep Learning is Over-hyped" is Over-hyped.
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?"
I wrote up a (not so brief) summary of AI developments that stood out to me in 2017 wildml.com/2017/12/ai-and…
Ok folks, you have failed me for not telling me I can move a process to a screen session linkedin.com/pulse/move-run… 1. Suspend: Ctrl+z 2. Resume: bg 3. Disown: disown %1 4. Launch screen 5. Find pid: prep BLAH 6. Reparent process: reptyr ###
Ascent successful. Dragon enroute to Space Station. Rocket landed on droneship, but too hard for survival.
Android Studio 1.0 is finally out! android-developers.blogspot.com/2014/12/androi…
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