#iangoodfellow

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A recent breakthrough in Machine Learning: The Generative Adversarial Network.
Estimated reading time: 1 minute
#SFTechnology
#IanGoodfellow is a research scientist at #GoogleBrain, a company formed after the acquisition of UK’s #Deep #Mind start-up for $525 #million. He is part of a team formed in the early 2010s at #Google that has revolutionised the world of Deep Learning, a subsection of #Machine #Learning. In 2014 he developed a new type of #DeepLearning algorithm: The Generative Adversarial Network (#GAN). GANs are a type of architecture that have propelled the developing of unsupervised learning forward in the past four years.
By using GANs, there is no need for high amounts of data to train #Artificial #Intelligence. Instead, these algorithms work in “pairs”. One #algorithm has the task to generate fake samples and the other must decide whether the presented sample is real or not. The generated samples are alternated with real ones coming from a dataset. This #method lets the algorithms train without supervision.
Goodfellow’s invention granted him a citation in #MIT #Technology Review’s 35 innovators under 35. He was also part of #Elon #Musk’s #OpenAI institute for a brief period. Even though his ground-breaking invention has enormous potential, Deep Mind has suffered constant losses since its acquisition. Only in 2016 they reported a record loss of $137 million.
Do you think Ian Goodfellow’s invention will vastly modify the #Technologic #Industry? What sectors of it do you think GANs should be applied to? Is it worth to keep investing millions into GAN research?
#ShareYourOpinion
#SFArnauSegura

Mini batch gradient descent and gradient descent with momentum for today. Been working on faster optimization techniques in deep learning for the past few days.While learning about a new topic or revising any old ones, I try to refer to a book as well along with lecture videos and my own personal notes. I will one day try and explain how to absorb info from a whole book no matter how lengthy it is when there is less time in your hands 😁. .
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#deeplearning #digitalnomad #workfromanywhere #workspace #artificialintelligence #machinelearning #100days #programmerstate #problemsolving #datascience #dataanalytics #codinglife #algorithm #mathematics #mathproblems #hustle #andrewng #iangoodfellow #optimization #math #dowhatyoulove #codingisfun #devops #pythonprogramming

Bir algoritma tarafından üretilen sanat eserleri, Ekim ayında New York'ta yapılacak bir açık artırmada satılacak. (Detaylar -> DunyaHalleri.com)
#açıkartırma #algoritma #gan #gan-izm #iangoodfellow #lecomtedebelamy #obvious #sanat #üretkençekişmeliağlar #wikiart #yapayzeka, #DünyaHalleri, #dunyahallericom

#openai is a non-profit company made by the genius #elonmusk and #samaltman. It's made to discover the path to achieve an #ethic and #safe Artificial Intelligence. Some of the world best scientists in the field work here, such as #iangoodfellow .

#ai #tech #amazing #ml #computer #science #amazing #progress #future #life #robot #software #tesla

Spotted at #EmTechDigital: @theteamatx’s #AstroTeller, @google Brain’s #IanGoodfellow, and the #BIGteam! Congrats on a great event to #BIGclient @technologyreview!

“Standard mathematics has recently been rendered obsolete by the discovery that for years we have been writing the numeral five backward. This has led to reevaluation of counting as a method of getting from one to ten. Students are taught advanced concepts of Boolean algebra, and formerly unsolvable equations are dealt with by threats of reprisals.”
— Woody Allen, Getting Even (1978)
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My polar opposites reading for next two months in preparation for something very exciting soon to come in my life....
‘Deep Learning’ deals with artificial intelligence at a very high level and reverse engineering of brain function to allow machines to have intuition and learn. ‘Start to Finish’ follows Woody Allen’s genius in making films.

#WoodyAllen #GettingEven #EricLax #StarttoFinish #DeepLearning #IanGoodfellow #JoshuaBengio #AaronCourville #artificialintelligence #AI #machinelearning #reverseengineering #algebra #mathematics #datascience #bigdata #analytics #dataanalytics #algorithm #filmmaking #filmmaker #filmproducer #filmproduction #film #polaropposites #books #bookclub #reading #marchreading #followyourdreams

MIT Technology Review'un bu seneki Çığır Açan Teknolojiler listesinde yapay embriyolar, birbiriyle yarışan sinir ağları, yapay zekayı herkes için mümkün kılan bulut temelli hizmetler ve daha fazlası yer alıyor. (Detaylar -> DunyaHalleri.com)
#iangoodfellow #kuantumbilgisayarı #liste #mittechnologyreview #pixelbuds #quayside #sıfırbilgiispatı #üçboyutlumetalyazıcısı #üretkençekişmeliağlar #yapayembriyo #yapayzeka #zk-snark, #DünyaHalleri, #dunyahallericom

Generative Adversarial Networks (GAN’s) learn deep representations without extensively annotated training data. They do this by backpropation of signals through a competitive process that involves a pair of networks- Generative and Discriminitive models. ◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️◼️ #gans #generative #gan #generativeadversarialnetworks #generative #discriminitive #deepflyp #models #trainingdata #crossvalidation #mlb #mercedes #hongkong #chinesecharacter #sequencetosequence #instagoodies #instafollow #nlp #languages #pictures #photoshop #adobe #purses #iangoodfellow #programming #softwareengineer #softwareeatstheworld #softhard

Struggle to believe my daily life's been packed with deep learning after 10+ years' stay in telecomm/vehicular network再来一波强行转行, 2017.08.13 1400 #deeplearning #minibatch #iangoodfellow #yoshuabengio #aaroncourville #machinelearning #gradientdescent #SGD #stochasticgradientdescent

Connecting with Ian Goodfellow, world renowned business man and farmer of Goodfellow Farms in Lyford Cay (Bahamas) was spectacular. From the tour of his aquaponics system of growing fresh micro greens to lunch in his private cabana, it was an experience I had to share with you all. Check out some of the photos. #IanGoodfellow #Goodfellowfarms #organicfarming #aquaponics

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