Shen, Yujia

8 publications

PGM 2020 A New Perspective on Learning Context-Specific Independence Yujia Shen, Arthur Choi, Adnan Darwiche

ICML 2019 Conditional Independence in Testing Bayesian Networks Yujia Shen, Haiying Huang, Arthur Choi, Adnan Darwiche

AAAI 2019 Structured Bayesian Networks: From Inference to Learning with Routes Yujia Shen, Anchal Goyanka, Adnan Darwiche, Arthur Choi

AAAI 2018 Conditional PSDDs: Modeling and Learning with Modular Knowledge Yujia Shen, Arthur Choi, Adnan Darwiche

UAI 2017 A Tractable Probabilistic Model for Subset Selection Yujia Shen, Arthur Choi, Adnan Darwiche

NeurIPS 2017 Tractability in Structured Probability Spaces Arthur Choi, Yujia Shen, Adnan Darwiche

NeurIPS 2016 Learning Bayesian Networks with Ancestral Constraints Eunice Yuh-Jie Chen, Yujia Shen, Arthur Choi, Adnan Darwiche

NeurIPS 2016 Tractable Operations for Arithmetic Circuits of Probabilistic Models Yujia Shen, Arthur Choi, Adnan Darwiche