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Tze-Yun Leong

National University of Singapore

Adaptive Multi-Source Causal Inference


May 31, 2021
Thanh Vinh Vo, Pengfei Wei, Trong Nghia Hoang, Tze-Yun Leong

* Preprint 

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Federated Estimation of Causal Effects from Observational Data


May 31, 2021
Thanh Vinh Vo, Trong Nghia Hoang, Young Lee, Tze-Yun Leong

* Preprint 

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Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection


Aug 08, 2020
Xinyi Xu, Tiancheng Huang, Pengfei Wei, Akshay Narayan, Tze-Yun Leong

* In submission to ICAPS-PRL 2020 workshop; Our code will be made available after the paper is accepted 

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Subdomain Adaptation with Manifolds Discrepancy Alignment


May 06, 2020
Pengfei Wei, Yiping Ke, Xinghua Qu, Tze-Yun Leong


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A Causal Modeling Framework with Stochastic Confounders


Apr 27, 2020
Thanh Vinh Vo, Pengfei Wei, Wicher Bergsma, Tze-Yun Leong

* preprint, work in progress 

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Knowledge-driven generative subspaces for modeling multi-view dependencies in medical data


Dec 03, 2018
Parvathy Sudhir Pillai, Tze-Yun Leong

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Representation Requirements for Supporting Decision Model Formulation


Mar 20, 2013
Tze-Yun Leong

* Appears in Proceedings of the Seventh Conference on Uncertainty in Artificial Intelligence (UAI1991) 

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Representing Context-Sensitive Knowledge in a Network Formalism: A Preliminary Report


Mar 13, 2013
Tze-Yun Leong

* Appears in Proceedings of the Eighth Conference on Uncertainty in Artificial Intelligence (UAI1992) 

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Causal Mechanism-based Model Construction


Jan 16, 2013
Tsai-Ching Lu, Marek J. Druzdzel, Tze-Yun Leong

* Appears in Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence (UAI2000) 

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Bootstrapping Monte Carlo Tree Search with an Imperfect Heuristic


Jun 26, 2012
Truong-Huy Dinh Nguyen, Wee-Sun Lee, Tze-Yun Leong

* 16 pages, accepted for presentation at ECML'12 

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CAPIR: Collaborative Action Planning with Intention Recognition


Jun 26, 2012
Truong-Huy Dinh Nguyen, David Hsu, Wee-Sun Lee, Tze-Yun Leong, Leslie Pack Kaelbling, Tomas Lozano-Perez, Andrew Haydn Grant

* 6 pages, accepted for presentation at AIIDE'11 

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