47 citations · 64 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 3 cited
Decoder Choice Network for Meta-Learning
Jialin Liu, Fei Chao, Longzhi Yang +2
Meta-learning has been widely used for implementing few-shot learning and fast model adaptation. One kind of meta-learning methods attempt to learn how to control the gradient desc…
cs.NE2014★ 47 cited
Learning Bayesian Network Equivalence Classes with Ant Colony Optimization
Rónán Daly, Qiang Shen
Bayesian networks are a useful tool in the representation of uncertain knowledge. This paper proposes a new algorithm called ACO-E, to learn the structure of a Bayesian network. It…
cs.AI2011★ 14 cited
Compositional Model Repositories via Dynamic Constraint Satisfaction with Order-of-Magnitude Preferences
J. Keppens, Q. Shen
The predominant knowledge-based approach to automated model construction, compositional modelling, employs a set of models of particular functional components. Its inference mechan…