IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data
- Tian Gao
- Debarun Bhattacharjya
- et al.
- 2022
- ICML 2022
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28 results for Tian Gao
Process Independence Testing in Proximal Graphical Event Models
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2022
- CLeaR 2022
Match2: Hybrid self-organizing map and deep learning strategies for treatment effect estimation
- Xiao Shou
- Tian Gao
- et al.
- 2021
- BCB 2021
Order-dependent event models for agent interactions
- Debarun Bhattacharjya
- Tian Gao
- et al.
- 2021
- IJCAI 2020
State variable effects in graphical event models
- Debarun Bhattacharjya
- Dharmashankar Subramanian
- et al.
- 2021
- IJCAI 2020
Cause-effect association between event pairs in event datasets
- Debarun Bhattacharjya
- Tian Gao
- et al.
- 2021
- IJCAI 2020
Event-driven continuous time bayesian networks
- Debarun Bhattacharjya
- Karthikeyan Shanmugam
- et al.
- 2020
- AAAI 2020
A multi-channel neural graphical event model with negative evidence
- Tian Gao
- Dharmashankar Subramanian
- et al.
- 2020
- AAAI 2020
PearL: Prototype learning via rule learning
- Tianfan Fu
- Tian Gao
- et al.
- 2019
- ACM-BCB 2019
DAG-GNN: DAG structure learning with graph neural networks
- Yue Yu
- Jie Chen
- et al.
- 2019
- ICML 2019