Links of the week

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Using Machine Learning to Explore Neural Network Architecture – Google
Designing Neural Network Architectures using Reinforcement Learning – MIT
How neural networks can generate successful offsprings and alleviate the burden from human designers using reinforcement learning.

Data as Agriculture’s New Currency: The Farmer’s Perspective – AgFunder News
A classification of three types of agricultural data and how they related to the farmer’s needs.

The AI Cargo Cult: The Myth of a Superhuman AI – Kevin Kelly
The founding executive editor of Wired explains why he believes superhuman AI is very unlikely. Instead, we already see many form of extra-human new species of intelligence.

Everything that Works Works Because it’s Bayesian: Why Deep Nets Generalize? – inFERENCe
Finally, Bayesian can also say that they can explain why Deep Learning works! Jokes apart, this article overviews several recent useful interpretations of Deep Learning from a Bayesian perspective.

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