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tensor decomposition

397 papers

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Papers

On the Expressive Power of Deep Polynomial Neural Networks NeurIPS 2019 Pareto Optimal Streaming Unsupervised Classification ICML 2019 Preference-Aware Task Assignment in Spatial Crowdsourcing AAAI 2019 Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019 Scalable High-Order Gaussian Process Regression AISTATS 2019 Singleshot : a scalable Tucker tensor decomposition NeurIPS 2019 Tensor Decomposition for Multilayer Networks Clustering AAAI 2019 Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together NAACL 2019 TensorLy: Tensor Learning in Python JMLR 2019 Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019 Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019 T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019 TuckER: Tensor Factorization for Knowledge Graph Completion EMNLP 2019 Understanding Composition of Word Embeddings via Tensor Decomposition ICLR 2019 A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization NeurIPS 2018 Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018 CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions ICML 2018 Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NeurIPS 2018 Deep Multi-View Concept Learning IJCAI 2018 Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NeurIPS 2018 Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018 Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL 2018 Expressive power of recurrent neural networks ICLR 2018 Learning Binary Latent Variable Models: A Tensor Eigenpair Approach ICML 2018 Learning Compact Recurrent Neural Networks With Block-Term Tensor Decomposition CVPR 2018