Q-function Decomposition with Intervention Semantics for Factored Action SpacesJunkyu LeeTian Gaoet al.2025AISTATS 2025
Integer Programming Based Methods and Heuristics for Causal Graph LearningSanjeeb DashJoao Goncalveset al.2025AISTATS 2025
Q-function Decomposition with Intervention Semantics for Factored Action SpacesJunkyu LeeTian Gaoet al.2025AAAI 2025
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics DiscoveryYue YuNing Liuet al.2024NeurIPS 2024
Integer Programming for Causal Structure Learning in the Presence of Latent VariablesRui ChenSanjeeb Dashet al.2021ICML 2021
Ordinal Historical Dependence in Graphical Event Models with Tree RepresentationsDebarun BhattacharjyaTian Gaoet al.2021AAAI 2021
DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian NetworksDennis WeiTian Gaoet al.2020NeurIPS 2020