Search Results for author: Le-Wen Cai

Found 3 papers, 1 papers with code

Fast Abductive Learning by Similarity-based Consistency Optimization

1 code implementation NeurIPS 2021 Yu-Xuan Huang, Wang-Zhou Dai, Le-Wen Cai, Stephen Muggleton, Yuan Jiang

To utilize the raw inputs and symbolic knowledge simultaneously, some recent neuro-symbolic learning methods use abduction, i. e., abductive reasoning, to integrate sub-symbolic perception and logical inference.

Handling Concept Drift via Model Reuse

no code implementations8 Sep 2018 Peng Zhao, Le-Wen Cai, Zhi-Hua Zhou

In many real-world applications, data are often collected in the form of stream, and thus the distribution usually changes in nature, which is referred as concept drift in literature.

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