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All Blog Posts Tagged 'deep neural nets' (3)

Off the Beaten path – Using Deep Forests to Outperform CNNs and RNNs

Summary:  How about a deep learning technique based on decision trees that outperforms CNNs and RNNs, runs on your ordinary desktop, and trains with relatively small datasets.  This could be a major disruptor for AI.

 

Suppose I told you that there is an algorithm that regularly beats the performance of CNNs and RNNs at image…

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Added by William Vorhies on February 12, 2018 at 5:00pm — 4 Comments

Machine Learning – Can We Please Just Agree What This Means

Summary:  As a profession we do a pretty poor job of agreeing on good naming conventions for really important parts of our professional lives.  “Machine Learning” is just the most recent case in point.  It’s had a perfectly good definition for a very long time, but now the deep learning folks are trying to hijack the term.  Come on folks.  Let’s make up our minds.

 

As a profession we do a pretty poor job of agreeing on good naming conventions…

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Added by William Vorhies on December 4, 2017 at 3:30pm — 5 Comments

Ux + AI = Cognitive Ergonomics

Summary:  The addition of AI capabilities to our personal devices, applications, and even self-driving cars has caused us to take a much deeper look at what we call ‘User Experience’ (Ux).  A more analytical framework identified as Cognitive Ergonomics is becoming an important field for data scientists to understand and implement.

 

I…

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Added by William Vorhies on October 31, 2017 at 9:51am — No Comments

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