conftrace_

tensor decomposition

375 papers

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Also known as

TD

Co-occurring keywords

low-rank approximation (323) model compression (3302) tucker decomposition (39) low-rank tensor (44) latent variable model (564) tensor completion (64) matrix factorization (529) variational inference (2069) spectral method (204) cp decomposition (19)

Papers

Learning Binary Latent Variable Models: A Tensor Eigenpair Approach ICML 2018
A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization NIPS 2018
Deep Homogeneous Mixture Models: Representation, Separation, and Approximation NIPS 2018
Statistical mechanics of low-rank tensor decomposition NIPS 2018
Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch NIPS 2018
Shampoo: Preconditioned Stochastic Tensor Optimization ICML 2018
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition NAACL 2018
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NIPS 2018
SimplE Embedding for Link Prediction in Knowledge Graphs NIPS 2018
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018
Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons NIPS 2018
Weighted Tensor Decomposition for Learning Latent Variables with Partial Data AISTATS 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NIPS 2018
Canonical Tensor Decomposition for Knowledge Base Completion ICML 2018
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions ICML 2018
TensorCast: Forecasting Time-Evolving Networks with Contextual Information IJCAI 2018
Learning Compact Recurrent Neural Networks With Block-Term Tensor Decomposition CVPR 2018
Strongly-Typed Agents are Guaranteed to Interact Safely ICML 2017
Learning the Multilinear Structure of Visual Data CVPR 2017
Analyzing Tensor Power Method Dynamics in Overcomplete Regime JMLR 2017
Tensor Belief Propagation ICML 2017
Hierarchical Methods of Moments NIPS 2017
Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning IJCAI 2017
Rank Determination for Low-Rank Data Completion JMLR 2017