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Matrix Factorization

383 papers

Papers per year

11
21
28
4
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'15
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Papers

Automatic Kronecker Product Model Based Detection of Repeated Patterns in 2D Urban Images ICCV 2013
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013
Distributed Low-Rank Subspace Segmentation ICCV 2013
Unifying Nuclear Norm and Bilinear Factorization Approaches for Low-Rank Matrix Decomposition ICCV 2013
A Generalized Low-Rank Appearance Model for Spatio-temporally Correlated Rain Streaks ICCV 2013
Robust Matrix Factorization with Unknown Noise ICCV 2013
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization ICML 2013
Kernelized Bayesian Matrix Factorization ICML 2013
Intersecting singularities for multi-structured estimation ICML 2013
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models ICML 2013
Global Analytic Solution of Fully-observed Variational Bayesian Matrix Factorization JMLR 2013
Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013
Learning Bilinear Model for Matching Queries and Documents JMLR 2013
A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013
Learning Label Trees for Probabilistic Modelling of Implicit Feedback NIPS 2012
Factoring nonnegative matrices with linear programs NIPS 2012
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders NIPS 2012
A latent factor model for highly multi-relational data NIPS 2012
Accelerated Training for Matrix-norm Regularization: A Boosting Approach NIPS 2012
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound NIPS 2012
Collaborative Ranking With 17 Parameters NIPS 2012
Joint Modeling of a Matrix with Associated Text via Latent Binary Features NIPS 2012
Spectral Learning of General Weighted Automata via Constrained Matrix Completion NIPS 2012
Scaled Gradients on Grassmann Manifolds for Matrix Completion NIPS 2012
Automatic Feature Induction for Stagewise Collaborative Filtering NIPS 2012