conftrace_

singular value shrinkage

5 papers

Explore in graph

Co-occurring keywords

low-rank matrix (174) non-conjugate model (8) missing value (24) noise model (31) spectral estimator (5) bootstrap regularization (1) stable autoencoder (1) stein unbiased risk estimation (1) low-rank matrix denoising (1) optimal shrinkage (1)

Papers

Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising JMLR 2017
Optimal Shrinkage of Singular Values Under Random Data Contamination NIPS 2017
Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NIPS 2013
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models AISTATS 2012