tensor decomposition

Learning One-hidden-layer Neural Networks with Landscape Design ICLR 2018 Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch NeurIPS 2018 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NeurIPS 2018 MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018 Representations of Bayesian networks by low-rank models PGM 2018 Shampoo: Preconditioned Stochastic Tensor Optimization ICML 2018 Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018 SimplE Embedding for Link Prediction in Knowledge Graphs NeurIPS 2018 Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons NeurIPS 2018 Statistical mechanics of low-rank tensor decomposition NeurIPS 2018 Stochastic Nonparametric Event-Tensor Decomposition NeurIPS 2018 TensorCast: Forecasting Time-Evolving Networks with Contextual Information IJCAI 2018 The Search Problem in Mixture Models JMLR 2018 Weighted Tensor Decomposition for Learning Latent Variables with Partial Data AISTATS 2018 Analyzing Tensor Power Method Dynamics in Overcomplete Regime JMLR 2017 Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017 Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017 Correspondence retrieval COLT 2017 Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning IJCAI 2017 Fast and robust tensor decomposition with applications to dictionary learning COLT 2017 Fitting Low-Rank Tensors in Constant Time NeurIPS 2017 Hierarchical Methods of Moments NeurIPS 2017 Learning the Multilinear Structure of Visual Data CVPR 2017 Online Robust Low-Rank Tensor Learning IJCAI 2017 On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NeurIPS 2017