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Incorporating Functional Knowledge in Neural Networks
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2009
Year
Artificial IntelligenceEngineeringMachine LearningSequential LearningAlgorithmic LearningAi FoundationLearning AlgorithmFunctional KnowledgeRecurrent Neural NetworkSocial SciencesData ScienceData MiningConnectionismMulti-task LearningGeneralization PerformancePrior KnowledgeCognitive ScienceComputational Learning TheoryKnowledge DiscoveryComputer Science
Incorporating prior knowledge of a particular task into the architecture of a learning algorithm can greatly improve generalization performance. We study here a case where we know that the function...