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Prikvačeni tweet
Excited to (be invited and) serve on the program committee for the ‘Tackling Climate Change with Machine Learning’ workshop at the upcoming
@iclr_conf in#Ethiopia as part of the@ClimateChangeAI initiative. Workshop webpage:-https://www.climatechange.ai/ICLR2020_workshop …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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A descriptive and yet easy to understand article on "The Inside Story of the First Picture of a Black Hole" by Katie Bauman in
@IEEESpectrum https://spectrum.ieee.org/aerospace/astrophysics/the-inside-story-of-the-first-picture-of-a-black-hole?fbclid=IwAR2k0uCuo9zNklYdMyNOTzwMxDSNaCecIKxyb6nHbPz_ADUfovuKDwzr_m0#.XjQ7ZPSZjFA.facebook …pic.twitter.com/K2X2orQTBk
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On Tuesday, in my class, we have learnt that all a neural net does is stretching / contracting the space fabric. For example this 3-layer net (1 hidden layer of 100 positive neurons) gets its 5D logits (2D projections) linearly separable by the classifier hyperplanes (lines).pic.twitter.com/PzVLDxBTNq
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Excited to share that we're out of stealth!https://twitter.com/CovariantAI/status/1222560287124930560 …
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The course I am teaching now at
@Caltech is here: http://tensorlab.cms.caltech.edu/users/anima/cms165-2020.html … I have added topics in statistics because I believe it is critical to have a strong foundation in MLHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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New paper: Towards a Human-like Open-Domain Chatbot. Key takeaways: 1. "Perplexity is all a chatbot needs" ;) 2. We're getting closer to a high-quality chatbot that can chat about anything Paper: https://arxiv.org/abs/2001.09977 Blog: https://ai.googleblog.com/2020/01/towards-conversational-agent-that-can.html …pic.twitter.com/5SOBa58qx3
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Our new paper using RNNs for surrogate modeling of PDEs with multiscale behavior : https://www.sciencedirect.com/science/article/pii/S0167278919305536?via%3Dihub … We identify parallels between Mori-Zwanzig theory and the general formulation of RNNs & leverage this to close insufficiently resolved systems through time-delay embeddings.
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Join us now for the 2nd half of "AI & Climate Change"
@appliedmldays with talks on climate mitigation and how to use ML for climate action, with@corradio@mou7@dwddao Kristina Orehounig@cpheinrich Daniel Soares@BuffyPrice &@efesceHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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This is a great opportunity for ML students to apply their skills to important climate questions, and equally Climate students to learn cutting edge ML skills. Don’t miss out!https://twitter.com/iMIRACLI_ITN/status/1221723366396190720 …
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We're releasing mBART, a new seq2seq multilingual pretraining system for machine translation across 25 languages. It gives significant improvements for document-level translation and low-resource languages. Read our paper to learn more: https://arxiv.org/pdf/2001.08210.pdf …pic.twitter.com/tJbRcOTqik
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Updated blog post with
@carlesgelada -- "Bayesian Neural Networks Need Not Concentrate": https://jacobbuckman.com/2020-01-22-bayesian-neural-networks-need-not-concentrate/ … Thanks to all for the discussion & feedback. This improved version of the blog post hopefully explains the core claims more clearly, while being less polarizing.Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Check out the new release of NumPyro https://github.com/pyro-ppl/numpyro/releases/tag/v0.2.4 …. This includes an implementation of
@nicola_decao's Block Neural Autoregressive Flow in JAX and its usage in MCMC. Also, let us know what you think about the new Sample Adaptive MCMC sampler.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Google Dataset Search is now officially out of beta. "Dataset Search has indexed almost 25 million of these datasets, giving you a single place to search for datasets & find links to where the data is." Nice work, Natasha Noy and everyone else involved!https://blog.google/products/search/discovering-millions-datasets-web/ …
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Reminders of
@icmlconf#icml2020 deadlines: Papers: abstracts due 30 Jan, papers due 6 Feb Workshops: due 14 Feb Tutorials: due 21 Feb details on each: https://icml.cc/Conferences/2020/CallForPapers … https://icml.cc/Conferences/2020/CallForWorkshops … https://icml.cc/Conferences/2020/CallForTutorials … Please submit (and circulate the calls!)Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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I agree. Jax is next generation framework for
#AIhttps://twitter.com/Inoryy/status/1220056742203183105 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Cool result by
@furongh@btreetaiji on how#tensor methods help explain good generalization in#DeepLearning My 1 slide summary. Layers in neural network are more compressible when tensorized. This gives tighter generalization that agrees with observed test error https://twitter.com/furongh/status/1214374436134162432 …pic.twitter.com/AZT9XWEgwX
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1/5 In one my
@GoogleAI Residency projects we used CNNs to reparameterize structural optimization (w/@shoyer@jaschasd). Our approach worked best on 99/116 structures. I just finished a blog post with GIFs, visualizations, and links to code + Colab. https://greydanus.github.io/2019/12/15/neural-reparam/ …pic.twitter.com/3zwSJyxxtfPrikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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We used JAX for competitive gradient descent (CGD) with Hessian-vector products. Mixed mode differentiation in JAX makes this efficient (just twice cost of backprop). We used CGD for training GANs and for constrained problems in RL. This library will be very useful
@pierreluxhttps://twitter.com/hardmaru/status/1219088493583880192 …
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Flax is worth taking a look at if you're interested in training neural nets in JAX. It's definitely a big step up from Stax!https://twitter.com/hardmaru/status/1219088493583880192 …
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This review on normalizing flows is excellent. It's full of clear writing, precise claims, and useful connections.https://twitter.com/gpapamak/status/1202935540175310854 …
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Incredible opportunity to discuss my work with
@GavinPortwood &@AnimaAnandkumar at the PIML conference organized by@LosAlamosNatLab /@ArvindMohan15 ! Look hard and you’ll find me behind the podium
https://twitter.com/ArvindMohan15/status/1217951693008035842 …
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