2 papers
cs.AI2024
New Rules for Causal Identification with Background Knowledge
Tian-Zuo Wang, Lue Tao, Zhi-Hua Zhou
Identifying causal relations is crucial for a variety of downstream tasks. In additional to observational data, background knowledge (BK), which could be attained from human expert…
cs.AI2023
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees
Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai +1
Neuro-symbolic hybrid systems are promising for integrating machine learning and symbolic reasoning, where perception models are facilitated with information inferred from a symbol…