Inference Over Programs That Make Predictions
Programming Languages
2018-10-04 v1 Machine Learning
Machine Learning
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.
Cite
@article{arxiv.1810.01190,
title = {Inference Over Programs That Make Predictions},
author = {Yura Perov},
journal= {arXiv preprint arXiv:1810.01190},
year = {2018}
}
Comments
The International Conference on Probabilistic Programming, 2018