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Human-level concept learning through probabilistic program induction

Human-level concept learning through probabilistic program induction

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1825574790

Human-level concept learning through probabilistic program induction

About this item

Full title

Human-level concept learning through probabilistic program induction

Publisher

United States: American Association for the Advancement of Science

Journal title

Science (American Association for the Advancement of Science), 2015-12, Vol.350 (6266), p.1332-1338

Language

English

Formats

Publication information

Publisher

United States: American Association for the Advancement of Science

More information

Scope and Contents

Contents

People learning new concepts can often generalize successfully from just a single example, yet machine learning algorithms typically require tens or hundreds of examples to perform with similar accuracy. People can also use learned concepts in richer ways than conventional algorithms—for action, imagination, and explanation. We present a computatio...

Alternative Titles

Full title

Human-level concept learning through probabilistic program induction

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_1825574790

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1825574790

Other Identifiers

ISSN

0036-8075

E-ISSN

1095-9203

DOI

10.1126/science.aab3050

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