Theory-Based Causal Transfer: Integrating Instance-Level Induction and Abstract-Level Structure Learning.
Mark EdmondsXiaojian MaSiyuan QiYixin ZhuHongjing LuSong-Chun ZhuPublished in: AAAI (2020)
Keyphrases
- instance level
- structure learning
- bayesian networks
- transfer learning
- graphical models
- multiple instance
- semi supervised clustering
- conditional independence
- parameter estimation
- semi supervised
- parameter learning
- ontology matching
- constrained clustering
- random variables
- semi supervised learning
- labeled data
- network structure
- belief propagation
- probabilistic reasoning
- conditional random fields
- markov networks
- data sets
- logic programs
- high dimensional
- pairwise
- reinforcement learning
- image segmentation