matrix estimation

On the Power of Truncated SVD for General High-rank Matrix Estimation Problems NeurIPS 2017 Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NeurIPS 2016 Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016 Stochastically Transitive Models for Pairwise Comparisons: Statistical and Computational Issues ICML 2016 Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes ICML 2015 Symmetric Iterative Proportional Fitting AISTATS 2015 Robust Inverse Covariance Estimation under Noisy Measurements ICML 2014 A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions AISTATS 2013 Generalizing Analytic Shrinkage for Arbitrary Covariance Structures NeurIPS 2013 Large Scale Distributed Sparse Precision Estimation NeurIPS 2013 Link Prediction in Graphs with Autoregressive Features NeurIPS 2012 Newton-Like Methods for Sparse Inverse Covariance Estimation NeurIPS 2012