6 citations · 13 across the 6 of their papers we have counts for
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stat.ML2018
Offline Multi-Action Policy Learning: Generalization and Optimization
Zhengyuan Zhou, Susan Athey, Stefan Wager
In many settings, a decision-maker wishes to learn a rule, or policy, that maps from observable characteristics of an individual to an action. Examples include selecting offers, pr…
math.ST2018
Debiased Inference of Average Partial Effects in Single-Index Models
David A. Hirshberg, Stefan Wager
We propose a method for average partial effect estimation in high-dimensional single-index models that is root-n-consistent and asymptotically unbiased given sparsity assumptions o…
stat.ML2018
Local Linear Forests
Rina Friedberg, Julie Tibshirani, Susan Athey +1
Random forests are a powerful method for non-parametric regression, but are limited in their ability to fit smooth signals, and can show poor predictive performance in the presence…