Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination
Cole Hawkins, Xing Liu, Zheng Zhang
Abstract
Towards Compact Neural Networks via End-to-End Training: A Bayesian Tensor Approach with Automatic Rank Determination
Topics & Concepts
End-to-end principleArtificial neural networkBayesian probabilityRank (graph theory)Tensor (intrinsic definition)Training (meteorology)Computer scienceArtificial intelligenceMachine learningMathematicsPhysicsPure mathematicsCombinatoricsMeteorologyTensor decomposition and applicationsModel Reduction and Neural NetworksParallel Computing and Optimization Techniques