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Cool universality argument for SGD with FF neuralnets: Take any learning alg A for learning Boolean functions without noise from a sample of size n. Then there is a NN architecture G(A,n) such that SGD+G(A,n)+Any reasonable loss with sequential processing "implements" A.https://twitter.com/DimitrisPapail/status/1215469934194692097 …
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Association for Computing Machinery: ACM Support Open Access - Sign the Petition! http://chng.it/8TMXmZ4P via
@CdnChangeHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Csaba Szepesvari proslijedio/la je Tweet
My great pleasure to share the CFP for the MLJ Special Issue on RL for Real Life (again): https://www.springer.com/journal/10994/updates/17254266 …(With Alborz Geramifard,
@LihongLi20,@CsabaSzepesvari, Tao Wang). Deadline: March 5, 2020.#ReinforcementLearning#MachineLearning#ArtificialIntelligenceHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Csaba Szepesvari proslijedio/la je Tweet
Nice to see
@AmiiThinks YouTube channel make the list of 10 essential YouTube channels from 2019 - I happen to agree :).#AI#MachineLearning#ReinforcementLearninghttps://syncedreview.com/2019/12/25/2019-in-review-10-essential-ai-youtube-channels/?fbclid=IwAR29jzDgbnYlkk3Ec1bIawNSi1qYAUo4vFhieKTvNMZSjqRhEp17gPNcj4k …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
https://en.wikipedia.org/wiki/Wason_selection_task … This seems to be a good indication that our choices are governed by sophisticated pattern matching rather than symbolic reasoning, though clearly people can also use symbolic reasoning when it is really needed. Fascinating.
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Only 4 days left till the end of the application deadline for the Simons Fellowship. I hope that many strong junior researchers (0<=x<=6, x=years after PhD) interested in RL will apply. Recall that our RL theory program will start in the fall of 2020 https://tinyurl.com/s3ny27m
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Pre-neu_rips exploration (can you spot the 5th player?)https://twitter.com/neu_rips/status/1203013281532665856 …
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Csaba Szepesvari proslijedio/la je Tweet
hunting for wild likes & retweets in the woods of Canada---where are they hiding??pic.twitter.com/6UP9NY2TjG
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Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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I really liked this episode of
@TlkngMchns : https://omny.fm/shows/talking-machines/de-enchanting-ai-with-the-law … Talking sanity in this world.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Csaba Szepesvari proslijedio/la je Tweet
If you are interested in graduate studies on reinforcement learning, consider applying to the Department of Computer Science, University of Toronto and work with me.
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"The world has always been a sorry and confused sort of place-yet poets and artists and scientists have ignored the factors that would, if attended to, paralyze them." -- good to remember this at times. When was this written and by whom?
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To the attention of friends of
#ReinforcementLearning: After all those years, finally, our home,@rlai_lab from@UofAResearch is live on twitter.https://twitter.com/rlai_lab/status/1189936348154646529 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Csaba Szepesvari proslijedio/la je Tweet
Folks, have a winner. For the stochastic bandit, this gem from Odalric-Ambrym Maillard's thesis, called EwS, works incredibly well and gives explicit probabilities on the arms. I compare EwS with Thompson & Tsallis in https://gist.github.com/n17s/44a7ddcf078a041755a2c537aa9d3e14 …
@djhsu@neu_rips@CsabaSzepesvaripic.twitter.com/0Zzp916JYU
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Csaba Szepesvari proslijedio/la je Tweet
Post-Doc position to work with me on Online Learning/Optimization/Statistical Learning Theory problems. Ideal candidate has multiple theory papers at NeurIPS/ICML/COLT and hates parameters in ML
E-mail me to apply, we can also meet at NeurIPS.
Please RT & share it!Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Congrats
@neu_rips, well deserved! On to matching constants in upper and lower bounds and beyond!https://twitter.com/neu_rips/status/1189577808592416769 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
https://simons.berkeley.edu/fellows2020 To the attention of strong final year PhD students, junior faculty in CS/Theory/..! Excellent opportunity to stay at Berkeley while the 'Theory of RL' and other programs are happening. Please pass it along to relevant candidates.
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I'm not shocked (my nerves are like a steel rope), but this is still important.https://twitter.com/tyrell_turing/status/1182743090978791424 …
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