tensor decomposition

Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions JMLR 2021 Nonparametric Decomposition of Sparse Tensors ICML 2021 PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols NAACL 2021 Probabilistic Tensor Decomposition of Neural Population Spiking Activity NeurIPS 2021 Solving high-dimensional parabolic PDEs using the tensor train format ICML 2021 Statistical Query Lower Bounds for Tensor PCA JMLR 2021 STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021 Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NeurIPS 2021 Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning ICML 2021 The Complexity of Sparse Tensor PCA NeurIPS 2021 Towards Compact CNNs via Collaborative Compression CVPR 2021 Towards Efficient Tensor Decomposition-Based DNN Model Compression With Optimization Framework CVPR 2021 Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure CVPR 2021 Understanding Deflation Process in Over-parametrized Tensor Decomposition NeurIPS 2021 Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021 Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition ICML 2020 An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models PGM 2020 An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm ICML 2020 Beyond Lazy Training for Over-parameterized Tensor Decomposition NeurIPS 2020 Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling AAAI 2020 Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting AAAI 2020 Compact Autoregressive Network AAAI 2020 Dual Low-Rank Multimodal Fusion EMNLP 2020 Evolutionary Topology Search for Tensor Network Decomposition ICML 2020 Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation CVPR 2020