Relating the Seemingly Unrelated: Principled Understanding of Generalization for Generative Models in Arithmetic Reasoning Tasks.
Xingcheng XuZibo ZhaoHaipeng ZhangYanqing YangPublished in: CoRR (2024)
Keyphrases
- generative model
- reasoning tasks
- seemingly unrelated
- description logics
- temporal reasoning
- representational power
- probabilistic model
- automated reasoning
- logic programming
- answer set programming
- discriminative learning
- hierarchical hidden markov models
- conditional random fields
- discriminative models
- situation calculus
- em algorithm
- semi supervised
- expectation maximization
- prior knowledge
- generative and discriminative models
- object categories
- data mining
- probability distribution
- lower bound
- computer vision
- artificial intelligence