Adi Lin

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 7

Top Topics

Causal Inference

Generative Model

Observational Data

Pitman Yor Process

Top Venues

Australasian Conference on Artificial Intelligence

Publications

Fujin Zhu, Jie Lu, Adi Lin, Junyu Xuan, Guangquan Zhang
Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang
Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time. CoRR (2021)
Fujin Zhu, Jie Lu, Adi Lin, Guangquan Zhang
A Pareto-smoothing method for causal inference using generalized Pareto distribution. Neurocomputing 378 (2020)
Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang
A Causal Dirichlet Mixture Model for Causal Inference from Observational Data. ACM Trans. Intell. Syst. Technol. 11 (3) (2020)
Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang
One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data. ICDM (2019)
Fujin Zhu, Adi Lin, Guangquan Zhang, Jie Lu
Counterfactual Inference with Hidden Confounders Using Implicit Generative Models. Australasian Conference on Artificial Intelligence (2018)
Hongteng Wu, Adi Lin, Defu Zhang, Carine Pierrette Mukamakuza
A new time-dependent algorithm for post enrolment-based course timetabling problem. ICACI (2016)