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Aroma: Using ML for code recommendation - 2 views

ai.facebook.com/...oma-ml-for-code-recommendation AI INF
shared by Marcus Maertens on 09 Apr 19 - No Cached
koskons liked it
  • Marcus Maertens on 09 Apr 19
     
    A simple, but neat helper for coding: ML gives idiomatic usage patterns to semi-automate the daily development work.
  • dharmeshtailor on 10 Apr 19
     
    Machine learning to write better machine learning code...count me in haha
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Measuring the predictability of life outcomes with a scientific mass collaboration | PNAS - 3 views

www.pnas.org/8398 ML social predictability
shared by Athanasia Nikolaou on 21 Apr 20 - No Cached
LeopoldS and darioizzo2 liked it
  • Athanasia Nikolaou on 21 Apr 20
     
    This is a social sciences paper trying to make use of ML. Quote from text: "Social scientists studying the life course must find a way to reconcile a widespread belief that understanding has been generated by these data-as demonstrated by more than 750 published journal articles using the Fragile Families data (10)-with the fact that the very same data could not yield accurate predictions of these important outcomes." "(...) In other words, the submissions were much better at predicting each other than at predicting the truth."
  • darioizzo2 on 21 Apr 20
     
    an important message to learn from
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Kaggle: making data science a sport - 2 views

www.kaggle.com AI ML competition mining crowdsourcing
shared by Dario Izzo on 01 Mar 13 - No Cached
  • Dario Izzo on 01 Mar 13
     
    Old post from Luis brought back from graveyard..... At least two good ideas to put there: 1) tipping points prediction 2) planetary phases for trajectory transfer and probably many more if we think about it a bit more
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GalaxyGAN: Generative Adversarial Networks recover features in astrophysical images of ... - 0 views

space.ml/GalaxyGAN
shared by Dario Izzo on 30 Jan 18 - No Cached
  • Dario Izzo on 30 Jan 18
     
    Deconvnets for astro images .... resolving galxies :)
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Fooling automated surveillance cameras: adversarial patches to attack person detection - 3 views

arxiv.org/1904.08653.pdf AI adversial ML
shared by LeopoldS on 24 May 19 - No Cached
icheibas liked it
  • LeopoldS on 24 May 19
     
    beautiful! anybody knows of similar trials to fool EO data classifiers?
  • icheibas on 24 May 19
     
    I am not aware of any similar trials, yet this study remind me of generative adversarial talking heads https://arxiv.org/pdf/1803.07716.pdf https://www.youtube.com/watch?v=p1b5aiTrGzY
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Machine Learning for Accelerated and Inverse Metasurface Design - 0 views

www.osa.org/..._accelerated_and_inverse_metas technology metamaterials ML DNN
shared by htoftevaag on 07 Dec 20 - No Cached
  • htoftevaag on 07 Dec 20
     
    If you have 45 minutes and you want to learn a bit about inverse design of metasurfaces using machine learning, then I would highly recommend this talk. I found it very easy to follow both the physics and machine learning parts of it.
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