Matrix Factorization

Higher-Order Factorization Machines NeurIPS 2016 Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation Interspeech 2016 Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016 Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016 Preference Completion from Partial Rankings NeurIPS 2016 Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016 Robust Tensor Factorization With Unknown Noise CVPR 2016 Structured Matrix Recovery via the Generalized Dantzig Selector NeurIPS 2016 Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction NeurIPS 2016 Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC CVPR 2016 Alternating Co-Quantization for Cross-Modal Hashing ICCV 2015 Analysis of Robust PCA via Local Incoherence NeurIPS 2015 An NMF Perspective on Binary Hashing ICCV 2015 Bayesian Adaptive Matrix Factorization With Automatic Model Selection CVPR 2015 Collaboratively Learning Preferences from Ordinal Data NeurIPS 2015 Completing Any Low-rank Matrix, Provably JMLR 2015 Distributed Matrix Completion and Robust Factorization JMLR 2015 Elastic-Net Regularization of Singular Values for Robust Subspace Learning CVPR 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Fast Exact Matrix Completion with Finite Samples COLT 2015 Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015 Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization CVPR 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 Low-Rank Matrix Factorization Under General Mixture Noise Distributions ICCV 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015