Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression

Junhyung Park, Uri Shalit, Bernhard Schölkopf, Krikamol Muandet

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event
Editors	Marina Meila, Tong Zhang
Pages	8401-8412
Number of pages	12
Volume	139
State	Published - 2021

Name	Proceedings of Machine Learning Research
Publisher	PMLR

Access to Document

Park, J., Shalit, U., Schölkopf, B., & Muandet, K. (2021). Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression. In M. Meila, & T. Zhang (Eds.), Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event (Vol. 139, pp. 8401-8412). (Proceedings of Machine Learning Research). http://proceedings.mlr.press/v139/park21c.html

Park, Junhyung ; Shalit, Uri ; Schölkopf, Bernhard et al. / Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression. Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. editor / Marina Meila ; Tong Zhang. Vol. 139 2021. pp. 8401-8412 (Proceedings of Machine Learning Research).

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title = "Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression",

author = "Junhyung Park and Uri Shalit and Bernhard Sch{\"o}lkopf and Krikamol Muandet",

year = "2021",

language = "الإنجليزيّة",

volume = "139",

series = "Proceedings of Machine Learning Research",

publisher = "PMLR",

pages = "8401--8412",

editor = "Marina Meila and Tong Zhang",

booktitle = "Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event",

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Park, J, Shalit, U, Schölkopf, B & Muandet, K 2021, Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression. in M Meila & T Zhang (eds), Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. vol. 139, Proceedings of Machine Learning Research, pp. 8401-8412. <http://proceedings.mlr.press/v139/park21c.html>

Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression. / Park, Junhyung; Shalit, Uri; Schölkopf, Bernhard et al.
Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. ed. / Marina Meila; Tong Zhang. Vol. 139 2021. p. 8401-8412 (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression

AU - Park, Junhyung

AU - Shalit, Uri

AU - Schölkopf, Bernhard

AU - Muandet, Krikamol

PY - 2021

Y1 - 2021

M3 - منشور من مؤتمر

VL - 139

T3 - Proceedings of Machine Learning Research

SP - 8401

EP - 8412

BT - Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event

A2 - Meila, Marina

A2 - Zhang, Tong

ER -

Park J, Shalit U, Schölkopf B, Muandet K. Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression. In Meila M, Zhang T, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Vol. 139. 2021. p. 8401-8412. (Proceedings of Machine Learning Research).