ProfessorsProfessors of Seoul National UniversitySanghack Lee

Sanghack Lee

Seoul National University

H-index: 14

Asia-South Korea

About Sanghack Lee

Sanghack Lee, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Artificial Intelligence, Machine Learning, Causal Discovery, Causal Inference.

His recent articles reflect a diverse array of research interests and contributions to the field:

On discovery of local independence over continuous variables via neural contextual decomposition

Detecting Causality by Data Augmentation via Part-of-Speech tagging

Counterfactual transportability: A formal approach

Nested Counterfactual Identification from Arbitrary Surrogate Experiments

Causal Identification with Matrix Equations

Characterizing Optimal Mixed Policies: Where to Intervene and What to Observe

Causal Effect Identifiability under Partial-Observability

Sanghack Lee Information

University	Seoul National University
Position	___
Citations(all)	679
Citations(since 2020)	546
Cited By	262
hIndex(all)	14
hIndex(since 2020)	12
i10Index(all)	17
i10Index(since 2020)	14
Email	Access Email
University Profile Page	Seoul National University
Google Scholar	View Google Scholar Profile

Sanghack Lee Skills & Research Interests

Artificial Intelligence

Machine Learning

Causal Discovery

Causal Inference

Top articles of Sanghack Lee

Title	Journal	Author(s)	Publication Date
On discovery of local independence over continuous variables via neural contextual decomposition		Inwoo Hwang Yunhyeok Kwak Yeon-Ji Song Byoung-Tak Zhang Sanghack Lee	2023/8/10
Detecting Causality by Data Augmentation via Part-of-Speech tagging		Juhyeon Kim Yesong Choe Sanghack Lee	2022/12
Counterfactual transportability: A formal approach		Juan D Correa Sanghack Lee Elias Bareinboim	2022/6/28
Nested Counterfactual Identification from Arbitrary Surrogate Experiments	Advances in Neural Information Processing Systems	Juan Correa Sanghack Lee Elias Bareinboim	2021/12/6
Causal Identification with Matrix Equations		Sanghack Lee Elias Bareinboim	2021/2
Characterizing Optimal Mixed Policies: Where to Intervene and What to Observe		Sanghack Lee Elias Bareinboim	2020/6
Causal Effect Identifiability under Partial-Observability		Sanghack Lee Elias Bareinboim	2020/6