Unsupervised learning by program synthesis
We introduce an unsupervised learning algorithmthat combines probabilistic modeling with solver-based techniques for program synthesis.We apply our techniques to both a visual learning domain and a language learning problem,showing that our algorithm can learn many visual concepts from only a few ex...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Neural Information Processing Systems Foundation
2018
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| Online Access: | http://hdl.handle.net/1721.1/113870 https://orcid.org/0000-0003-4926-6275 https://orcid.org/0000-0001-7604-8252 https://orcid.org/0000-0002-1925-2035 |