PL Perspectives

Perspectives on computing and technology from and for those with an interest in programming languages.

Archive of posts tagged: overparameterization

Machine Learning and Approximate Computing

by Michael Carbin on Oct 3, 2019 | Tags: approximate computing, machine learning, overparameterization

There’s a new ecosystem of deep-learning-driven applications, occasionally titled Software 2.0, that integrates neural networks into a variety of computational tasks. Such applications include image recognition, natural language processing, and other traditional...

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Machine Learning and Approximate Computing

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