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singular value shrinkage

5 papers

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Co-occurring keywords · papers mentioning both

low-rank matrix (2) non-conjugate model (1) maximum a posteriori estimation (1) missing value (1) noise model (1) spectral estimator (1) bootstrap regularization (1) stable autoencoder (1) soft thresholding (1) stein unbiased risk estimation (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 NeurIPS 2017 Bootstrap-Based Regularization for Low-Rank Matrix Estimation JMLR 2016 Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NeurIPS 2013 Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models AISTATS 2012