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tensor completion

64 papers

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Co-occurring keywords

low-rank approximation (323) matrix completion (356) tensor decomposition (375) low-rank tensor (44) nuclear norm (79) convex optimization (1321) tucker decomposition (39) nonconvex optimization (316) tensor factorization (90) matrix factorization (529)

Papers

Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality ICML 2020
Nonlinear System Identification via Tensor Completion AAAI 2020
Tensor denoising and completion based on ordinal observations ICML 2020
Tensor Completion Made Practical NIPS 2020
Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction AAAI 2020
Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions MLHC 2020
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020
Union of Low-Rank Tensor Spaces: Clustering and Completion JMLR 2020
MiSC: Mixed Strategies Crowdsourcing IJCAI 2019
Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations ICML 2019
Recovery Guarantees For Quadratic Tensors With Sparse Observations AISTATS 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019
Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019
Nonconvex Low-Rank Tensor Completion from Noisy Data NIPS 2019
Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization IJCAI 2019
Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements IJCAI 2018
A Dual Framework for Low-rank Tensor Completion NIPS 2018
Efficient Convex Completion of Coupled Tensors using Coupled Nuclear Norms NIPS 2018
Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018
Tensor Completion with Side Information: A Riemannian Manifold Approach IJCAI 2017
Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm CVPR 2017
Fundamental Conditions for Low-CP-Rank Tensor Completion JMLR 2017
Rank Determination for Low-Rank Data Completion JMLR 2017