Contextual Optimizer through Neighborhood Estimation for prescriptive analysis

Xiao Jin, Yichi Shen, Loo Hay Lee +1

We address the challenges posed by heteroscedastic noise in contextual decision-making. We propose a consistent Shrinking Neighborhood Estimation (SNE) technique that successfully…