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Excited to announce our workshop on Biological & Artificial Reinforcement Learning this December at
#NeurIPS2019. For more information and call for papers please see here: https://sites.google.com/view/biologicalandartificialrl/ …pic.twitter.com/dF8Iy6ZkRD
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This is a great opportunity to get involved and support
#WiML. Apply to be an organizer or share with anyone who could be interested!https://twitter.com/WiMLworkshop/status/1223708634150031361 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Feryal proslijedio/la je Tweet
Are you excited for an opportunity to organize
#WiML related events in 2020? It is a great opportunity to get involved and support the community of women in machine learning! We are opening applications on January 31st, please look out for the announcement on our social media.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Feryal proslijedio/la je Tweet
Happy to share our
#AAAI 2020 paper Options of Interest: Temporal abstraction with Interest functions w/@pierrelux@mklissar@Love2Code & Doina Precup.@MILAMontreal@rllabmcgill Paper: https://arxiv.org/abs/2001.00271 Code: https://github.com/kkhetarpal/ioc Project page: https://sites.google.com/view/optionsofinterest …https://twitter.com/khimya/status/1205900860259258372 …
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Feryal proslijedio/la je Tweet
I asked if neurons can do XOR a while ago. Here we got a nice new answer!https://twitter.com/jaaanaru/status/1212810741549600768 …
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Highly recommend this book! Thanks so much
@dawnsongtweets and@deviparikh for recommending this on Twitter! It's a great book with relevant and actionable insights!https://twitter.com/DaniCMBelg/status/1211296277113327618 …
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Feryal proslijedio/la je Tweet
levels are fascinating so point to a related tweet https://twitter.com/shakir_za/status/1210915705631248385?s=21 …https://twitter.com/shakir_za/status/1210915705631248385 …
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Also
@blamlab has a great paper more geared towards neuroscientists but I think it would also be useful for ML community! I highly recommend reading ithttps://www.sciencedirect.com/science/article/pii/S0896627316310406 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
If your answer is No,
@shakir_za has a great short blog post on Marr's 3 levels of analysis http://blog.shakirm.com/2013/04/marrs-levels-of-analysis/ …https://twitter.com/jhamrick/status/1210548575454846976 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Trax is a JAX-based successor to the Tensor2Tensor and currently used and maintained by Google Brain team. The code of Reformer (O(NlogN) ver. of Transformer) is already available in Trax. This is probably what Transformer is going to look like in 2020.https://github.com/google/trax
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From the archives: The evolutionary biologist Jessica Flack seeks the computational rules that groups of organisms use to solve problems. https://www.quantamagazine.org/how-nature-solves-problems-through-computation-20170706/ …pic.twitter.com/PRYEgadhiU
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Feryal proslijedio/la je Tweet
Have you heard of "RL as Inference"? https://arxiv.org/pdf/1805.00909.pdf … ... you might be surprised that this framing completely ignores the role of uncertainty! (confusing, since it talks a lot about "posteriors") Our
#ICLR spotlight tries to make sense of this: https://openreview.net/forum?id=S1xitgHtvS …pic.twitter.com/tOxMnBiRvO
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Feryal proslijedio/la je Tweet
Yes! I got my first big conference paper accepted at ICLR, with spotlight! We improve the previous DeepMind paper "NALU" by 3x-20x. – This took 7-8 months, working without any funding as an independent researcher. Paper: https://openreview.net/forum?id=H1gNOeHKPS … Code: https://github.com/AndreasMadsen/stable-nalu …pic.twitter.com/7tBivzbyir
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Feryal proslijedio/la je Tweet
I enjoyed participating in this interesting
@NeurIPSConf discussion w/ Rich Sutton, Doina Precup, Jane Wang, Jacqueline Gottlieb, Angela Yu, Igor Mordatch, Blake Richards & Ida Momennejad. Thanks to host Grace Lindsay and all workshop organizers. Video: https://slideslive.com/38921889/biological-and-artificial-reinforcement-learning-4?t=2965 …pic.twitter.com/yoKHSLMlIc
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Feryal proslijedio/la je Tweet
Really pleased that our paper "Multiplicative Interactions and Where to Find Them" was accepted to
#ICLR2020. https://openreview.net/forum?id=rylnK6VtDH … We present a unifying picture of several different neural net architectural motifs, that all involve multiplicative interactions... 1/3pic.twitter.com/G8qetMMidx
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Feryal proslijedio/la je Tweet
The videos of our talks at the
#NeurIPS2019 workshop on "Biological and Artificial Reinforcement Learning" are online. Many thanks to@FeryalMP@RaymondRChua@sarazann2 :) If you were so inclined, you can find my talk at 1:02:15 in this link: https://slideslive.com/38921887/biological-and-artificial-reinforcement-learning-2 …pic.twitter.com/i6PCXq8xlm
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Feryal proslijedio/la je Tweet
JAX now supports Google Cloud TPUs! https://github.com/google/jax/tree/master/cloud_tpu_colabs … I contributed this example, solving a 2D wave equation with a spatially partitioned grid. The code is remarkably simple and all in pure Python!pic.twitter.com/h5NhXkgTm3
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Feryal proslijedio/la je Tweet
I'm pleased to announce that we're now accepting applications for a fully funded doctoral studentship in my lab at Oxford, thanks to a generous gift from DeepMind. Applicants from members of underrepresented groups are especially encouraged to apply.http://www.cs.ox.ac.uk/news/1772-full.html …
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Feryal proslijedio/la je Tweet
NEW EPISODE! The brain controls the body through several complex & redundant pathways. How can we make sense of biological motor control? And how can we build artificial systems that do it just as well? We talk hierarchies, lesions, learning, & more! …http://unsupervisedthinkingpodcast.blogspot.com/2019/12/episode-51-motor-control.html …pic.twitter.com/HhdJWamqSg
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Feryal proslijedio/la je Tweet
We're coming to Ukraine, with a great set of speakers. Looking forward to see you there and spread the word!https://twitter.com/EEMLcommunity/status/1207253712059666432 …
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Feryal proslijedio/la je Tweet
On the topic of compositionality: I was recently tasked with giving a talk on the topic (what do people mean, how do they measure, how to achieve it etc) ->https://bit.ly/2RRKkS7
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