Structured Variationally Auto-encoded Optimization

Xiaoyu Lu, Javier Gonzalez, Zhenwen Dai, Neil D. Lawrence

Abstract: We tackle the problem of optimizing a black-box objective function defined over a highly-structured input space. This problem is ubiquitous in science and engineering. In machine learning, inferrin...