← Keywords

matrix factorization

529 papers

Explore in graph

Also known as

BMF LMF NMF SVD MF MRMF

Co-occurring keywords

collaborative filtering (298) recommender system (529) low-rank approximation (322) matrix completion (356) dimensionality reduction (720) gradient descent (1143) model compression (3283) bayesian inference (1904) representation learning (6174) singular value decomposition (216)

Papers

Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ICML 2016
Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation AISTATS 2016
Low-Rank Matrix Approximation with Stability ICML 2016
Geometry Aware Mappings for High Dimensional Sparse Factors AISTATS 2016
The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM NIPS 2016
Structure From Motion With Objects CVPR 2016
Linear Shape Deformation Models With Local Support Using Graph-Based Structured Matrix Factorisation CVPR 2016
Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit ICML 2016
Distributed Representations for Building Profiles of Users and Items from Text Reviews COLING 2016
Dropping Convexity for Faster Semi-definite Optimization COLT 2016
Deconvolving Feedback Loops in Recommender Systems NIPS 2016
Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016
LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems JMLR 2016
A Sparse Interactive Model for Matrix Completion with Side Information NIPS 2016
Bayesian Adaptive Matrix Factorization With Automatic Model Selection CVPR 2015
Robust Principal Component Analysis on Graphs ICCV 2015
Semantic Component Analysis ICCV 2015
RGB-Guided Hyperspectral Image Upsampling ICCV 2015
Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015
Tensor Factorization via Matrix Factorization AISTATS 2015
Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts ICCV 2015
Distributed Matrix Completion and Robust Factorization JMLR 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
Robust Spectral Inference for Joint Stochastic Matrix Factorization NIPS 2015