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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

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting AAAI 2020
Beyond Lazy Training for Over-parameterized Tensor Decomposition NIPS 2020
Scalable Nonparametric Factorization for High-Order Interaction Events AISTATS 2020
Compact Autoregressive Network AAAI 2020
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020
Scalable Gaussian Process Regression Networks IJCAI 2020
Union of Low-Rank Tensor Spaces: Clustering and Completion JMLR 2020
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling AAAI 2020
The Sylvester Graphical Lasso (SyGlasso) AISTATS 2020
Sparse and Low-rank Tensor Estimation via Cubic Sketchings AISTATS 2020
Nonlinear System Identification via Tensor Completion AAAI 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis ICML 2020
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition AAAI 2020
High-dimensional quantile tensor regression JMLR 2020
Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging AAAI 2020
Tensor Train Decomposition on TensorFlow (T3F) JMLR 2020
T-Basis: a Compact Representation for Neural Networks ICML 2020
Learning from Non-Binary Constituency Trees via Tensor Decomposition COLING 2020
Evolutionary Topology Search for Tensor Network Decomposition ICML 2020
Structured Convolutions for Efficient Neural Network Design NIPS 2020
Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms AAAI 2020
An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm ICML 2020
Factorized Higher-Order CNNs With an Application to Spatio-Temporal Emotion Estimation CVPR 2020
Tensorized Embedding Layers EMNLP 2020
Provable Online CP/PARAFAC Decomposition of a Structured Tensor via Dictionary Learning NIPS 2020