Neural Architecture Search

4 Posts

Selective Attention: More efficient NLP training without sacrificing performance
Neural Architecture Search

Selective Attention: More efficient NLP training without sacrificing performance

Large transformer networks work wonders with natural language, but they require enormous amounts of computation. New research slashes processor cycles without compromising performance.

November 18, 20201 min read
Selective Attention: More efficient NLP training without sacrificing performance
Neural Architecture Search

Selective Attention: More efficient NLP training without sacrificing performance

Large transformer networks work wonders with natural language, but they require enormous amounts of computation. New research slashes processor cycles without compromising performance.

November 18, 20201 min read
Beyond Neural Architecture Search: AutoML-Zero is a meta-algorithm for classification.
Neural Architecture Search

Beyond Neural Architecture Search: AutoML-Zero is a meta-algorithm for classification.

Faced with a classification task, an important step is to browse the catalog of machine learning architectures to find a good performer. Researchers are exploring ways to do it automatically.

April 8, 20202 min read
Beyond Neural Architecture Search: AutoML-Zero is a meta-algorithm for classification.
Neural Architecture Search

Beyond Neural Architecture Search: AutoML-Zero is a meta-algorithm for classification.

Faced with a classification task, an important step is to browse the catalog of machine learning architectures to find a good performer. Researchers are exploring ways to do it automatically.

April 8, 20202 min read

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