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Inference Over Programs That Make Predictions
October 02, 2018 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Yura Perov
arXiv ID
1810.01190
Category
cs.PL: Programming Languages
Cross-listed
cs.LG,
stat.ML
Citations
2
Venue
arXiv.org
Last Checked
4 months ago
Abstract
This abstract extends on the previous work (arXiv:1407.2646, arXiv:1606.00075) on program induction using probabilistic programming. It describes possible further steps to extend that work, such that, ultimately, automatic probabilistic program synthesis can generalise over any reasonable set of inputs and outputs, in particular in regard to text, image and video data.
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