Machine Learning

A Follow-up to “The Unreasonable Ineffectiveness of Machine Learning in Computer Systems Research”

by Keshav Pingali on Jul 31, 2017 | Tags: Machine Learning, Systems, Vision

I am grateful to everyone who responded to my post in April that asked why machine learning has had limited impact on computer systems research. In addition to commenting on this website and sending me email, people discussed this question at length on reddit and...

The Unreasonable Ineffectiveness of Machine Learning in Computer Systems Research

by Keshav Pingali on Apr 6, 2017 | Tags: Machine Learning, Systems, Vision

In 1960, the physicist Eugene Wigner wrote a famous essay titled “The Unreasonable Effectiveness of Mathematics in the Natural Sciences” in which he explored the question of why mathematics is so remarkably useful in the natural sciences. A contemporary example of...

Computer Architecture Today

A Follow-up to “The Unreasonable Ineffectiveness of Machine Learning in Computer Systems Research”

The Unreasonable Ineffectiveness of Machine Learning in Computer Systems Research

Editor: Alvin R. Lebeck

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