conftrace_

high dimensional estimation

4 papers

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Co-occurring keywords

high-dimensional estimation (43) semiparametric model (18) composite gradient descent (2) shrinkage estimator (11) autocorrelated data (1) k-nearest neighbor (152) graphical model (864) normalizing flow (354) graph recovery (8) shrinkage estimation (8)

Papers

Entropy Estimation via Normalizing Flow AAAI 2022

Regularized M-estimators with Nonconvexity: Statistical and Algorithmic Theory for Local Optima JMLR 2015

Covariance shrinkage for autocorrelated data NIPS 2014

Transelliptical Graphical Models NIPS 2012