tensor completion

Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022 Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee JMLR 2022 Tensor Wheel Decomposition and Its Tensor Completion Application NeurIPS 2022 Beyond the Signs: Nonparametric Tensor Completion via Sign Series NeurIPS 2021 Fully-Connected Tensor Network Decomposition and Its Application to Higher-Order Tensor Completion AAAI 2021 Low-Rank Tensor Completion by Approximating the Tensor Average Rank ICCV 2021 Multi-version Tensor Completion for Time-delayed Spatio-temporal Data IJCAI 2021 TenIPS: Inverse Propensity Sampling for Tensor Completion AISTATS 2021 Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020 Nonlinear System Identification via Tensor Completion AAAI 2020 Optimizing Influenza Vaccine Composition: From Predictions to Prescriptions MLHC 2020 Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction AAAI 2020 Tensor Completion Made Practical NeurIPS 2020 Tensor denoising and completion based on ordinal observations ICML 2020 Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality ICML 2020 Union of Low-Rank Tensor Spaces: Clustering and Completion JMLR 2020 Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations ICML 2019 Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019 MiSC: Mixed Strategies Crowdsourcing IJCAI 2019 Nonconvex Low-Rank Tensor Completion from Noisy Data NeurIPS 2019 Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization IJCAI 2019 Recovery Guarantees For Quadratic Tensors With Sparse Observations AISTATS 2019 Robust Low-Tubal-Rank Tensor Completion via Convex Optimization IJCAI 2019 Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019 Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019