conftrace_

matrix completion

356 papers

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Also known as

MC

Co-occurring keywords

low-rank matrix (174) convex optimization (1321) low-rank approximation (323) collaborative filtering (300) matrix factorization (529) nuclear norm (79) low-rank matrix recovery (57) nonconvex optimization (316) gradient descent (1144) matrix recovery (51)

Papers

Partial Trace Regression and Low-Rank Kraus Decomposition ICML 2020
Training Complex Models with Multi-Task Weak Supervision AAAI 2019
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery NIPS 2019
Model-free Nonconvex Matrix Completion: Local Minima Analysis and Applications in Memory-efficient Kernel PCA JMLR 2019
Collective Matrix Completion JMLR 2019
Nonconvex Low-Rank Tensor Completion from Noisy Data NIPS 2019
Online High Rank Matrix Completion CVPR 2019
Spectral Perturbation Meets Incomplete Multi-view Data IJCAI 2019
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems IJCAI 2019
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem AAAI 2019
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding AAAI 2019
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption NIPS 2019
Manifold denoising by Nonlinear Robust Principal Component Analysis NIPS 2019
Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
Co-manifold learning with missing data ICML 2019
Label Distribution Learning with Label Correlations via Low-Rank Approximation IJCAI 2019
Towards a Zero-One Law for Column Subset Selection NIPS 2019
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019
RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices CVPR 2019
Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019
Low Permutation-rank Matrices: Structural Properties and Noisy Completion JMLR 2019
Relative Error Bound Analysis for Nuclear Norm Regularized Matrix Completion JMLR 2019
Streaming Principal Component Analysis From Incomplete Data JMLR 2019
Spectrum Estimation from a Few Entries JMLR 2019
On Robustness of Principal Component Regression NIPS 2019