A Comparison of Generative Models for Sequence Design
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A Comparison of Generative Models for Sequence Design
Andreea Gane
David Belanger
David Dohan
Christof Angermueller
Ramya Deshpande
Suhani Vora
Olivier Chapelle
Babak Alipanahi
Lucy Colwell
Machine Learning in Computational Biology Workshop (2019)
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Abstract
In this paper, we compare generative models of different complexity for designing DNA and protein sequences using the Cross Entropy Method.
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Machine intelligence
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