Facebook AI Director Yann LeCun on His Quest to Unleash Deep Learning and Make Machines Smarter

Q&A with one of the people behind deep learning. Good details about machine learning.

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The Next Technology Revolution Will Drive Abundance And Income Disparity

Machine learning impact on the economy will be increased productivity and abundance, but far less human labour and judgement. We may need a system focused on more than just efficient production that places greater prioritization on the less desirable side effects of capitalism.

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Andrew Ng: Deep Learning, Self-Taught Learning and Unsupervised Feature Learning

45 min in-depth talk about “deep”, self-taught and unsupervised machine learning.

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Deep Neural Networks Are Easily Fooled

It is easy to produce images that are completely unrecognizable to humans, but that state-of-the-art DNNs believe to be recognizable objects with 99.99% confidence (e.g. labeling with certainty that white noise static is a lion)

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