2018
Optimization over Continuous and Multi-dimensional Decisions with Observational Data
NeurIPS 2018poster
We consider the optimization of an uncertain objective over continuous and multi-dimensional decision spaces in problems in which we are only provided with observational data. We propose a novel algorithmic framework that is tractable, asymptotically consistent, and superior to comparable methods on…