Low Rank Matrix Factorization

[x] Estimation of Simultaneously Sparse and Low Rank Matrices
[x] Stability of matrix factorization for collaborative filtering
[x] Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems
[x] Clustering by Low-Rank Doubly Stochastic Matrix Decomposition
[x] Sparse PCA through Low-rank Approximations
[x] PU Learning for Matrix Completion
[x] An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems.
[x] Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC
[x] Dynamic Matrix Factorization with Priors on Unknown Values.
[x] Fast and Robust Parallel SGD Matrix Factorization.
[x] Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts.

KuangyiZhu / ML_Survey