Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

Yuqin Yang; Amir Emad Ghassami; Mohamed Nafea; Negar Kiyavash; Kun Zhang; Ilya Shpitser

Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

Yuqin Yang
, Amir Emad Ghassami
, Mohamed Nafea
, Negar Kiyavash
, Kun Zhang
, Ilya Shpitser

Georgia Institute of Technology
Johns Hopkins University
University of Detroit Mercy
Swiss Federal Institute of Technology Lausanne
Carnegie Mellon University
Mohamed Bin Zayed University of Artificial Intelligence

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

Original language	English
Title of host publication	Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022
Editors	S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, A. Oh
Publisher	Neural information processing systems foundation
ISBN (Electronic)	9781713871088
State	Published - 2022
Externally published	Yes
Event	36th Conference on Neural Information Processing Systems, NeurIPS 2022 - New Orleans, United States Duration: Nov 28 2022 → Dec 9 2022

Publication series

Name	Advances in Neural Information Processing Systems
Volume	35
ISSN (Print)	1049-5258

Conference

Conference	36th Conference on Neural Information Processing Systems, NeurIPS 2022
Country/Territory	United States
City	New Orleans
Period	11/28/22 → 12/9/22

ASJC Scopus Subject Areas

Computer Networks and Communications
Information Systems
Signal Processing

Cite this

Yang, Y., Ghassami, A. E., Nafea, M., Kiyavash, N., Zhang, K., & Shpitser, I. (2022). Causal Discovery in Linear Latent Variable Models Subject to Measurement Error. In S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, & A. Oh (Eds.), Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022 (Advances in Neural Information Processing Systems; Vol. 35). Neural information processing systems foundation.

Causal Discovery in Linear Latent Variable Models Subject to Measurement Error. / Yang, Yuqin; Ghassami, Amir Emad; Nafea, Mohamed et al.
Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. ed. / S. Koyejo; S. Mohamed; A. Agarwal; D. Belgrave; K. Cho; A. Oh. Neural information processing systems foundation, 2022. (Advances in Neural Information Processing Systems; Vol. 35).

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

Yang, Y, Ghassami, AE, Nafea, M, Kiyavash, N, Zhang, K & Shpitser, I 2022, Causal Discovery in Linear Latent Variable Models Subject to Measurement Error. in S Koyejo, S Mohamed, A Agarwal, D Belgrave, K Cho & A Oh (eds), Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Advances in Neural Information Processing Systems, vol. 35, Neural information processing systems foundation, 36th Conference on Neural Information Processing Systems, NeurIPS 2022, New Orleans, United States, 11/28/22.

Yang Y, Ghassami AE, Nafea M, Kiyavash N, Zhang K, Shpitser I. Causal Discovery in Linear Latent Variable Models Subject to Measurement Error. In Koyejo S, Mohamed S, Agarwal A, Belgrave D, Cho K, Oh A, editors, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Neural information processing systems foundation. 2022. (Advances in Neural Information Processing Systems).

Yang, Yuqin ; Ghassami, Amir Emad ; Nafea, Mohamed et al. / Causal Discovery in Linear Latent Variable Models Subject to Measurement Error. Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. editor / S. Koyejo ; S. Mohamed ; A. Agarwal ; D. Belgrave ; K. Cho ; A. Oh. Neural information processing systems foundation, 2022. (Advances in Neural Information Processing Systems).

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author = "Yuqin Yang and Ghassami, \{Amir Emad\} and Mohamed Nafea and Negar Kiyavash and Kun Zhang and Ilya Shpitser",

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language = "English",

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T1 - Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

AU - Yang, Yuqin

AU - Ghassami, Amir Emad

AU - Nafea, Mohamed

AU - Kiyavash, Negar

AU - Zhang, Kun

AU - Shpitser, Ilya

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M3 - Conference contribution

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T3 - Advances in Neural Information Processing Systems

BT - Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022

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A2 - Mohamed, S.

A2 - Agarwal, A.

A2 - Belgrave, D.

A2 - Cho, K.

A2 - Oh, A.

PB - Neural information processing systems foundation

T2 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022

Y2 - 28 November 2022 through 9 December 2022

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Causal Discovery in Linear Latent Variable Models Subject to Measurement Error

Publication series

Conference

ASJC Scopus Subject Areas

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