conftrace_

matrix estimation

34 papers

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Also known as

ME

Co-occurring keywords

matrix completion (356) low-rank matrix (174) covariance matrix (101) high-dimensional statistics (145) graphical model (864) precision matrix estimation (27) spectral norm (39) covariance estimation (98) convex optimization (1321) reinforcement learning (4352)

Papers

Probabilistic Low-Rank Matrix Completion from Quantized Measurements JMLR 2016
Symmetric Iterative Proportional Fitting AISTATS 2015
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes ICML 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
Large Scale Distributed Sparse Precision Estimation NIPS 2013
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures NIPS 2013
Newton-Like Methods for Sparse Inverse Covariance Estimation NIPS 2012
Link Prediction in Graphs with Autoregressive Features NIPS 2012