And now, for something a little different…
arxiv.org/abs/1711.04574
We show that robust, interpretable latent rules can be synthesised by backprop. Data efficient, good generalisation. Can be trained end-to-end within a larger neural network. Upcoming in JAIR.
w/ @LittleBimble
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You mention in the paper that in future work you plan to not hand-engineer program templates (besides brute-force enumeration with iterative deepening ). Can you share what you have in mind? I'm very curious about that

