Evolving modular neural sequence architectures with genetic programming
GECCO (Companion), pp. 37-38, 2018.
Automated architecture search has demonstrated significant success for image data, where reinforcement learning and evolution approaches now outperform the best human designed networks (, ). These successes have not transferred over to models dealing with sequential data, such as in language modeling and translation tasks. While th...More
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