Zobrazeno 1 - 2
of 2
pro vyhledávání: '"K��nzel, S��ren R."'
Regression trees and their ensemble methods are popular methods for nonparametric regression: they combine strong predictive performance with interpretable estimators. To improve their utility for locally smooth response surfaces, we study regression
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::86832551f044e9a8aade8b0f56e52c66
http://arxiv.org/abs/1906.06463
http://arxiv.org/abs/1906.06463
Autor:
K��nzel, S��ren R., Stadie, Bradly C., Vemuri, Nikita, Ramakrishnan, Varsha, Sekhon, Jasjeet S., Abbeel, Pieter
We develop new algorithms for estimating heterogeneous treatment effects, combining recent developments in transfer learning for neural networks with insights from the causal inference literature. By taking advantage of transfer learning, we are able
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7480d3d52de6a24a53865f6294f2a8b2
http://arxiv.org/abs/1808.07804
http://arxiv.org/abs/1808.07804